diff --git a/x-pack/plugins/ml/public/application/app.tsx b/x-pack/plugins/ml/public/application/app.tsx
index cfc9826e4280b..c83c965629fb1 100644
--- a/x-pack/plugins/ml/public/application/app.tsx
+++ b/x-pack/plugins/ml/public/application/app.tsx
@@ -22,7 +22,6 @@ import useObservable from 'react-use/lib/useObservable';
 import type { ExperimentalFeatures, MlFeatures } from '../../common/constants/app';
 import { ML_STORAGE_KEYS } from '../../common/types/storage';
 import type { MlSetupDependencies, MlStartDependencies } from '../plugin';
-import { clearCache, setDependencyCache } from './util/dependency_cache';
 import { setLicenseCache } from './license';
 import { MlRouter } from './routing';
 import type { PageDependencies } from './routing/router';
@@ -97,7 +96,7 @@ const App: FC<AppProps> = ({
       uiActions: deps.uiActions,
       unifiedSearch: deps.unifiedSearch,
       usageCollection: deps.usageCollection,
-      mlServices: getMlGlobalServices(coreStart.http, deps.data.dataViews, deps.usageCollection),
+      mlServices: getMlGlobalServices(coreStart, deps.data.dataViews, deps.usageCollection),
     };
   }, [deps, coreStart]);
 
@@ -160,18 +159,6 @@ export const renderApp = (
   mlFeatures: MlFeatures,
   experimentalFeatures: ExperimentalFeatures
 ) => {
-  setDependencyCache({
-    timefilter: deps.data.query.timefilter,
-    fieldFormats: deps.fieldFormats,
-    config: coreStart.uiSettings!,
-    docLinks: coreStart.docLinks!,
-    toastNotifications: coreStart.notifications.toasts,
-    recentlyAccessed: coreStart.chrome!.recentlyAccessed,
-    application: coreStart.application,
-    http: coreStart.http,
-    maps: deps.maps,
-  });
-
   appMountParams.onAppLeave((actions) => actions.default());
 
   ReactDOM.render(
@@ -187,7 +174,6 @@ export const renderApp = (
   );
 
   return () => {
-    clearCache();
     ReactDOM.unmountComponentAtNode(appMountParams.element);
     deps.data.search.session.clear();
   };
diff --git a/x-pack/plugins/ml/public/application/capabilities/check_capabilities.ts b/x-pack/plugins/ml/public/application/capabilities/check_capabilities.ts
index e7102560e0e02..ee7868adb41fa 100644
--- a/x-pack/plugins/ml/public/application/capabilities/check_capabilities.ts
+++ b/x-pack/plugins/ml/public/application/capabilities/check_capabilities.ts
@@ -197,10 +197,11 @@ export function checkGetManagementMlJobsResolver({ mlCapabilities }: MlGlobalSer
 }
 
 export function checkCreateJobsCapabilitiesResolver(
+  mlApiServices: MlApiServices,
   redirectToJobsManagementPage: () => Promise<void>
 ): Promise<MlCapabilities> {
   return new Promise((resolve, reject) => {
-    getCapabilities()
+    getCapabilities(mlApiServices)
       .then(async ({ capabilities, isPlatinumOrTrialLicense }) => {
         _capabilities = capabilities;
         // if the license is basic (isPlatinumOrTrialLicense === false) then do not redirect,
diff --git a/x-pack/plugins/ml/public/application/capabilities/get_capabilities.ts b/x-pack/plugins/ml/public/application/capabilities/get_capabilities.ts
index ed4725b9ffde3..2f7ad039b2700 100644
--- a/x-pack/plugins/ml/public/application/capabilities/get_capabilities.ts
+++ b/x-pack/plugins/ml/public/application/capabilities/get_capabilities.ts
@@ -5,10 +5,10 @@
  * 2.0.
  */
 
-import { ml } from '../services/ml_api_service';
+import type { MlApiServices } from '../services/ml_api_service';
 
 import type { MlCapabilitiesResponse } from '../../../common/types/capabilities';
 
-export function getCapabilities(): Promise<MlCapabilitiesResponse> {
+export function getCapabilities(ml: MlApiServices): Promise<MlCapabilitiesResponse> {
   return ml.checkMlCapabilities();
 }
diff --git a/x-pack/plugins/ml/public/application/components/annotations/annotation_flyout/index.test.tsx b/x-pack/plugins/ml/public/application/components/annotations/annotation_flyout/index.test.tsx
index ad78c4e5f0270..81cafabbae827 100644
--- a/x-pack/plugins/ml/public/application/components/annotations/annotation_flyout/index.test.tsx
+++ b/x-pack/plugins/ml/public/application/components/annotations/annotation_flyout/index.test.tsx
@@ -9,7 +9,9 @@ import useObservable from 'react-use/lib/useObservable';
 import mockAnnotations from '../annotations_table/__mocks__/mock_annotations.json';
 import React from 'react';
 import { fireEvent, render, screen, waitFor } from '@testing-library/react';
+import type { CoreStart } from '@kbn/core/public';
 import { __IntlProvider as IntlProvider } from '@kbn/i18n-react';
+import { createKibanaReactContext } from '@kbn/kibana-react-plugin/public';
 
 import type { Annotation } from '../../../../../common/types/annotations';
 import { AnnotationUpdatesService } from '../../../services/annotations_service';
@@ -17,9 +19,17 @@ import { AnnotationUpdatesService } from '../../../services/annotations_service'
 import { AnnotationFlyout } from '.';
 import { MlAnnotationUpdatesContext } from '../../../contexts/ml/ml_annotation_updates_context';
 
-jest.mock('../../../util/dependency_cache', () => ({
-  getToastNotifications: () => ({ addSuccess: jest.fn(), addDanger: jest.fn() }),
-}));
+const kibanaReactContextMock = createKibanaReactContext({
+  mlServices: {
+    mlApiServices: {
+      annotations: {
+        indexAnnotation: jest.fn().mockResolvedValue({}),
+        deleteAnnotation: jest.fn().mockResolvedValue({}),
+      },
+    },
+  },
+  notifications: { toasts: { addDanger: jest.fn(), addSuccess: jest.fn() } },
+} as unknown as Partial<CoreStart>);
 
 const MlAnnotationUpdatesContextProvider = ({
   annotationUpdatesService,
@@ -30,7 +40,9 @@ const MlAnnotationUpdatesContextProvider = ({
 }) => {
   return (
     <MlAnnotationUpdatesContext.Provider value={annotationUpdatesService}>
-      <IntlProvider>{children}</IntlProvider>
+      <IntlProvider>
+        <kibanaReactContextMock.Provider>{children}</kibanaReactContextMock.Provider>
+      </IntlProvider>
     </MlAnnotationUpdatesContext.Provider>
   );
 };
diff --git a/x-pack/plugins/ml/public/application/components/annotations/annotation_flyout/index.tsx b/x-pack/plugins/ml/public/application/components/annotations/annotation_flyout/index.tsx
index 5b14f6d350873..3bea429042299 100644
--- a/x-pack/plugins/ml/public/application/components/annotations/annotation_flyout/index.tsx
+++ b/x-pack/plugins/ml/public/application/components/annotations/annotation_flyout/index.tsx
@@ -30,6 +30,7 @@ import {
 import type { CommonProps } from '@elastic/eui';
 import { i18n } from '@kbn/i18n';
 import { FormattedMessage } from '@kbn/i18n-react';
+import { context } from '@kbn/kibana-react-plugin/public';
 import { type MlPartitionFieldsType, ML_PARTITION_FIELDS } from '@kbn/ml-anomaly-utils';
 import {
   ANNOTATION_MAX_LENGTH_CHARS,
@@ -42,13 +43,12 @@ import type {
 import { annotationsRefreshed } from '../../../services/annotations_service';
 import { AnnotationDescriptionList } from '../annotation_description_list';
 import { DeleteAnnotationModal } from '../delete_annotation_modal';
-import { ml } from '../../../services/ml_api_service';
-import { getToastNotifications } from '../../../util/dependency_cache';
 import {
   getAnnotationFieldName,
   getAnnotationFieldValue,
 } from '../../../../../common/types/annotations';
 import { MlAnnotationUpdatesContext } from '../../../contexts/ml/ml_annotation_updates_context';
+import type { MlKibanaReactContextValue } from '../../../contexts/kibana';
 
 interface ViewableDetector {
   index: number;
@@ -78,6 +78,9 @@ interface State {
 }
 
 export class AnnotationFlyoutUI extends Component<CommonProps & Props> {
+  static contextType = context;
+  declare context: MlKibanaReactContextValue;
+
   private deletionInProgress = false;
 
   public state: State = {
@@ -126,7 +129,6 @@ export class AnnotationFlyoutUI extends Component<CommonProps & Props> {
     if (this.deletionInProgress) return;
 
     const { annotationState } = this.state;
-    const toastNotifications = getToastNotifications();
 
     if (annotationState === null || annotationState._id === undefined) {
       return;
@@ -134,6 +136,8 @@ export class AnnotationFlyoutUI extends Component<CommonProps & Props> {
 
     this.deletionInProgress = true;
 
+    const ml = this.context.services.mlServices.mlApiServices;
+    const toastNotifications = this.context.services.notifications.toasts;
     try {
       await ml.annotations.deleteAnnotation(annotationState._id);
       toastNotifications.addSuccess(
@@ -237,11 +241,12 @@ export class AnnotationFlyoutUI extends Component<CommonProps & Props> {
     annotation.event = annotation.event ?? ANNOTATION_EVENT_USER;
     annotationUpdatesService.setValue(null);
 
+    const ml = this.context.services.mlServices.mlApiServices;
+    const toastNotifications = this.context.services.notifications.toasts;
     ml.annotations
       .indexAnnotation(annotation)
       .then(() => {
         annotationsRefreshed();
-        const toastNotifications = getToastNotifications();
         if (typeof annotation._id === 'undefined') {
           toastNotifications.addSuccess(
             i18n.translate(
@@ -265,7 +270,6 @@ export class AnnotationFlyoutUI extends Component<CommonProps & Props> {
         }
       })
       .catch((resp) => {
-        const toastNotifications = getToastNotifications();
         if (typeof annotation._id === 'undefined') {
           toastNotifications.addDanger(
             i18n.translate(
diff --git a/x-pack/plugins/ml/public/application/components/annotations/annotations_table/annotations_table.js b/x-pack/plugins/ml/public/application/components/annotations/annotations_table/annotations_table.js
index 9436209c5f3bb..d9d98029c3eee 100644
--- a/x-pack/plugins/ml/public/application/components/annotations/annotations_table/annotations_table.js
+++ b/x-pack/plugins/ml/public/application/components/annotations/annotations_table/annotations_table.js
@@ -29,10 +29,11 @@ import {
 } from '@elastic/eui';
 import { i18n } from '@kbn/i18n';
 import { FormattedMessage } from '@kbn/i18n-react';
+import { withKibana } from '@kbn/kibana-react-plugin/public';
 
 import { addItemToRecentlyAccessed } from '../../../util/recently_accessed';
-import { ml } from '../../../services/ml_api_service';
-import { mlJobService } from '../../../services/job_service';
+import { mlJobServiceFactory } from '../../../services/job_service';
+import { toastNotificationServiceProvider } from '../../../services/toast_notification_service';
 import { mlTableService } from '../../../services/table_service';
 import { ANNOTATIONS_TABLE_DEFAULT_QUERY_SIZE } from '../../../../../common/constants/search';
 import {
@@ -45,7 +46,6 @@ import {
   ANNOTATION_EVENT_USER,
   ANNOTATION_EVENT_DELAYED_DATA,
 } from '../../../../../common/constants/annotations';
-import { withKibana } from '@kbn/kibana-react-plugin/public';
 import { ML_APP_LOCATOR, ML_PAGES } from '../../../../../common/constants/locator';
 import { timeFormatter } from '@kbn/ml-date-utils';
 import { MlAnnotationUpdatesContext } from '../../../contexts/ml/ml_annotation_updates_context';
@@ -90,10 +90,8 @@ class AnnotationsTableUI extends Component {
       queryText: `event:(${ANNOTATION_EVENT_USER} or ${ANNOTATION_EVENT_DELAYED_DATA})`,
       searchError: undefined,
       jobId:
-        Array.isArray(this.props.jobs) &&
-        this.props.jobs.length > 0 &&
-        this.props.jobs[0] !== undefined
-          ? this.props.jobs[0].job_id
+        Array.isArray(props.jobs) && props.jobs.length > 0 && props.jobs[0] !== undefined
+          ? props.jobs[0].job_id
           : undefined,
       datafeedFlyoutVisible: false,
       modelSnapshot: null,
@@ -103,6 +101,10 @@ class AnnotationsTableUI extends Component {
     this.sorting = {
       sort: { field: 'timestamp', direction: 'asc' },
     };
+    this.mlJobService = mlJobServiceFactory(
+      toastNotificationServiceProvider(props.kibana.services.notifications.toasts),
+      props.kibana.services.mlServices.mlApiServices
+    );
   }
 
   getAnnotations() {
@@ -113,6 +115,8 @@ class AnnotationsTableUI extends Component {
       isLoading: true,
     });
 
+    const ml = this.props.kibana.services.mlServices.mlApiServices;
+
     if (dataCounts.processed_record_count > 0) {
       // Load annotations for the selected job.
       ml.annotations
@@ -177,7 +181,7 @@ class AnnotationsTableUI extends Component {
       }
     }
 
-    return mlJobService.getJob(jobId);
+    return this.mlJobService.getJob(jobId);
   }
 
   annotationsRefreshSubscription = null;
diff --git a/x-pack/plugins/ml/public/application/components/anomalies_table/anomalies_table.js b/x-pack/plugins/ml/public/application/components/anomalies_table/anomalies_table.js
index 220497ba13b10..80ee0f7a64820 100644
--- a/x-pack/plugins/ml/public/application/components/anomalies_table/anomalies_table.js
+++ b/x-pack/plugins/ml/public/application/components/anomalies_table/anomalies_table.js
@@ -26,7 +26,6 @@ import { AnomalyDetails } from './anomaly_details';
 
 import { mlTableService } from '../../services/table_service';
 import { RuleEditorFlyout } from '../rule_editor';
-import { ml } from '../../services/ml_api_service';
 import { INFLUENCERS_LIMIT, ANOMALIES_TABLE_TABS, MAX_CHARS } from './anomalies_table_constants';
 
 export class AnomaliesTableInternal extends Component {
@@ -69,6 +68,7 @@ export class AnomaliesTableInternal extends Component {
   }
 
   toggleRow = async (item, tab = ANOMALIES_TABLE_TABS.DETAILS) => {
+    const ml = this.context.services.mlServices.mlApiServices;
     const itemIdToExpandedRowMap = { ...this.state.itemIdToExpandedRowMap };
     if (itemIdToExpandedRowMap[item.rowId]) {
       delete itemIdToExpandedRowMap[item.rowId];
diff --git a/x-pack/plugins/ml/public/application/components/anomalies_table/links_menu.tsx b/x-pack/plugins/ml/public/application/components/anomalies_table/links_menu.tsx
index ca3ffc38f816b..5b7d4b3be128c 100644
--- a/x-pack/plugins/ml/public/application/components/anomalies_table/links_menu.tsx
+++ b/x-pack/plugins/ml/public/application/components/anomalies_table/links_menu.tsx
@@ -52,14 +52,13 @@ import { parseInterval } from '../../../../common/util/parse_interval';
 import { ML_APP_LOCATOR, ML_PAGES } from '../../../../common/constants/locator';
 import { getFiltersForDSLQuery } from '../../../../common/util/job_utils';
 
-import { mlJobService } from '../../services/job_service';
-import { ml } from '../../services/ml_api_service';
+import { useMlJobService } from '../../services/job_service';
 import { escapeKueryForFieldValuePair, replaceStringTokens } from '../../util/string_utils';
 import { getUrlForRecord, openCustomUrlWindow } from '../../util/custom_url_utils';
 import type { SourceIndicesWithGeoFields } from '../../explorer/explorer_utils';
 import { escapeDoubleQuotes, getDateFormatTz } from '../../explorer/explorer_utils';
 import { usePermissionCheck } from '../../capabilities/check_capabilities';
-import { useMlKibana } from '../../contexts/kibana';
+import { useMlApiContext, useMlKibana } from '../../contexts/kibana';
 import { useMlIndexUtils } from '../../util/index_service';
 
 import { getQueryStringForInfluencers } from './get_query_string_for_influencers';
@@ -101,13 +100,24 @@ export const LinksMenuUI = (props: LinksMenuProps) => {
 
   const kibana = useMlKibana();
   const {
-    services: { data, share, application, uiActions },
+    services: {
+      data,
+      share,
+      application,
+      uiActions,
+      uiSettings,
+      notifications: { toasts },
+    },
   } = kibana;
   const { getDataViewById, getDataViewIdFromName } = useMlIndexUtils();
+  const ml = useMlApiContext();
+  const mlJobService = useMlJobService();
 
   const job = useMemo(() => {
     if (props.selectedJob !== undefined) return props.selectedJob;
     return mlJobService.getJob(props.anomaly.jobId);
+    // skip mlJobService from deps
+    // eslint-disable-next-line react-hooks/exhaustive-deps
   }, [props.anomaly.jobId, props.selectedJob]);
 
   const categorizationFieldName = job.analysis_config.categorization_field_name;
@@ -145,7 +155,9 @@ export const LinksMenuUI = (props: LinksMenuProps) => {
 
   const getAnomaliesMapsLink = async (anomaly: MlAnomaliesTableRecord) => {
     const initialLayers = getInitialAnomaliesLayers(anomaly.jobId);
-    const anomalyBucketStartMoment = moment(anomaly.source.timestamp).tz(getDateFormatTz());
+    const anomalyBucketStartMoment = moment(anomaly.source.timestamp).tz(
+      getDateFormatTz(uiSettings)
+    );
     const anomalyBucketStart = anomalyBucketStartMoment.toISOString();
     const anomalyBucketEnd = anomalyBucketStartMoment
       .add(anomaly.source.bucket_span, 'seconds')
@@ -186,7 +198,9 @@ export const LinksMenuUI = (props: LinksMenuProps) => {
       sourceIndicesWithGeoFields[anomaly.jobId]
     );
     // Widen the timerange by one bucket span on start/end to increase chances of always having data on the map
-    const anomalyBucketStartMoment = moment(anomaly.source.timestamp).tz(getDateFormatTz());
+    const anomalyBucketStartMoment = moment(anomaly.source.timestamp).tz(
+      getDateFormatTz(uiSettings)
+    );
     const anomalyBucketStart = anomalyBucketStartMoment
       .subtract(anomaly.source.bucket_span, 'seconds')
       .toISOString();
@@ -513,7 +527,6 @@ export const LinksMenuUI = (props: LinksMenuProps) => {
         .catch((resp) => {
           // eslint-disable-next-line no-console
           console.log('openCustomUrl(): error loading categoryDefinition:', resp);
-          const { toasts } = kibana.services.notifications;
           toasts.addDanger(
             i18n.translate('xpack.ml.anomaliesTable.linksMenu.unableToOpenLinkErrorMessage', {
               defaultMessage:
@@ -615,7 +628,6 @@ export const LinksMenuUI = (props: LinksMenuProps) => {
     if (job === undefined) {
       // eslint-disable-next-line no-console
       console.log(`viewExamples(): no job found with ID: ${props.anomaly.jobId}`);
-      const { toasts } = kibana.services.notifications;
       toasts.addDanger(
         i18n.translate('xpack.ml.anomaliesTable.linksMenu.unableToViewExamplesErrorMessage', {
           defaultMessage: 'Unable to view examples as no details could be found for job ID {jobId}',
@@ -702,7 +714,6 @@ export const LinksMenuUI = (props: LinksMenuProps) => {
         .catch((resp) => {
           // eslint-disable-next-line no-console
           console.log('viewExamples(): error loading categoryDefinition:', resp);
-          const { toasts } = kibana.services.notifications;
           toasts.addDanger(
             i18n.translate('xpack.ml.anomaliesTable.linksMenu.loadingDetailsErrorMessage', {
               defaultMessage:
@@ -736,7 +747,6 @@ export const LinksMenuUI = (props: LinksMenuProps) => {
         `viewExamples(): error finding type of field ${categorizationFieldName} in indices:`,
         datafeedIndices
       );
-      const { toasts } = kibana.services.notifications;
       toasts.addDanger(
         i18n.translate('xpack.ml.anomaliesTable.linksMenu.noMappingCouldBeFoundErrorMessage', {
           defaultMessage:
diff --git a/x-pack/plugins/ml/public/application/components/custom_hooks/use_create_ad_links.ts b/x-pack/plugins/ml/public/application/components/custom_hooks/use_create_ad_links.ts
index 51a096512ee7d..50a4c7f1efda9 100644
--- a/x-pack/plugins/ml/public/application/components/custom_hooks/use_create_ad_links.ts
+++ b/x-pack/plugins/ml/public/application/components/custom_hooks/use_create_ad_links.ts
@@ -11,7 +11,7 @@ import {
   ANOMALY_DETECTION_DEFAULT_TIME_RANGE,
   ANOMALY_DETECTION_ENABLE_TIME_RANGE,
 } from '../../../../common/constants/settings';
-import { mlJobService } from '../../services/job_service';
+import { useMlJobService } from '../../services/job_service';
 
 export const useCreateADLinks = () => {
   const {
@@ -19,6 +19,7 @@ export const useCreateADLinks = () => {
       http: { basePath },
     },
   } = useMlKibana();
+  const mlJobService = useMlJobService();
 
   const useUserTimeSettings = useUiSettings().get(ANOMALY_DETECTION_ENABLE_TIME_RANGE);
   const userTimeSettings = useUiSettings().get(ANOMALY_DETECTION_DEFAULT_TIME_RANGE);
diff --git a/x-pack/plugins/ml/public/application/components/custom_urls/custom_url_editor/list.tsx b/x-pack/plugins/ml/public/application/components/custom_urls/custom_url_editor/list.tsx
index f10e644ffffee..16dba857ed6cc 100644
--- a/x-pack/plugins/ml/public/application/components/custom_urls/custom_url_editor/list.tsx
+++ b/x-pack/plugins/ml/public/application/components/custom_urls/custom_url_editor/list.tsx
@@ -29,7 +29,7 @@ import {
 } from '@kbn/ml-data-frame-analytics-utils';
 import { parseUrlState } from '@kbn/ml-url-state';
 
-import { useMlKibana } from '../../../contexts/kibana';
+import { useMlApiContext, useMlKibana } from '../../../contexts/kibana';
 import { useToastNotificationService } from '../../../services/toast_notification_service';
 import { isValidLabel, openCustomUrlWindow } from '../../../util/custom_url_utils';
 import { getTestUrl } from './utils';
@@ -73,6 +73,7 @@ export const CustomUrlList: FC<CustomUrlListProps> = ({
       data: { dataViews },
     },
   } = useMlKibana();
+  const ml = useMlApiContext();
   const { displayErrorToast } = useToastNotificationService();
   const [expandedUrlIndex, setExpandedUrlIndex] = useState<number | null>(null);
 
@@ -160,7 +161,14 @@ export const CustomUrlList: FC<CustomUrlListProps> = ({
 
     if (index < customUrls.length) {
       try {
-        const testUrl = await getTestUrl(job, customUrl, timefieldName, undefined, isPartialDFAJob);
+        const testUrl = await getTestUrl(
+          ml,
+          job,
+          customUrl,
+          timefieldName,
+          undefined,
+          isPartialDFAJob
+        );
         openCustomUrlWindow(testUrl, customUrl, http.basePath.get());
       } catch (error) {
         displayErrorToast(
diff --git a/x-pack/plugins/ml/public/application/components/custom_urls/custom_url_editor/utils.ts b/x-pack/plugins/ml/public/application/components/custom_urls/custom_url_editor/utils.ts
index b151ddcb808fd..cd0a52e170453 100644
--- a/x-pack/plugins/ml/public/application/components/custom_urls/custom_url_editor/utils.ts
+++ b/x-pack/plugins/ml/public/application/components/custom_urls/custom_url_editor/utils.ts
@@ -42,12 +42,12 @@ import {
   replaceTokensInDFAUrlValue,
   isValidLabel,
 } from '../../../util/custom_url_utils';
-import { ml } from '../../../services/ml_api_service';
 import { escapeForElasticsearchQuery } from '../../../util/string_utils';
 
 import type { CombinedJob, Job } from '../../../../../common/types/anomaly_detection_jobs';
 import { isAnomalyDetectionJob } from '../../../../../common/types/anomaly_detection_jobs';
 import type { TimeRangeType } from './constants';
+import type { MlApiServices } from '../../../services/ml_api_service';
 
 export interface TimeRange {
   type: TimeRangeType;
@@ -426,7 +426,11 @@ function buildAppStateQueryParam(queryFieldNames: string[]) {
 // Builds the full URL for testing out a custom URL configuration, which
 // may contain dollar delimited partition / influencer entity tokens and
 // drilldown time range settings.
-async function getAnomalyDetectionJobTestUrl(job: Job, customUrl: MlUrlConfig): Promise<string> {
+async function getAnomalyDetectionJobTestUrl(
+  ml: MlApiServices,
+  job: Job,
+  customUrl: MlUrlConfig
+): Promise<string> {
   const interval = parseInterval(job.analysis_config.bucket_span!);
   const bucketSpanSecs = interval !== null ? interval.asSeconds() : 0;
 
@@ -516,6 +520,7 @@ async function getAnomalyDetectionJobTestUrl(job: Job, customUrl: MlUrlConfig):
 }
 
 async function getDataFrameAnalyticsTestUrl(
+  ml: MlApiServices,
   job: DataFrameAnalyticsConfig,
   customUrl: MlKibanaUrlConfig,
   timeFieldName: string | null,
@@ -589,6 +594,7 @@ async function getDataFrameAnalyticsTestUrl(
 }
 
 export function getTestUrl(
+  ml: MlApiServices,
   job: Job | DataFrameAnalyticsConfig,
   customUrl: MlUrlConfig,
   timeFieldName: string | null,
@@ -597,6 +603,7 @@ export function getTestUrl(
 ) {
   if (isDataFrameAnalyticsConfigs(job) || isPartialDFAJob) {
     return getDataFrameAnalyticsTestUrl(
+      ml,
       job as DataFrameAnalyticsConfig,
       customUrl,
       timeFieldName,
@@ -605,5 +612,5 @@ export function getTestUrl(
     );
   }
 
-  return getAnomalyDetectionJobTestUrl(job, customUrl);
+  return getAnomalyDetectionJobTestUrl(ml, job, customUrl);
 }
diff --git a/x-pack/plugins/ml/public/application/components/custom_urls/custom_urls.tsx b/x-pack/plugins/ml/public/application/components/custom_urls/custom_urls.tsx
index 56b0064e69ddd..8c92a4c4515a5 100644
--- a/x-pack/plugins/ml/public/application/components/custom_urls/custom_urls.tsx
+++ b/x-pack/plugins/ml/public/application/components/custom_urls/custom_urls.tsx
@@ -42,7 +42,7 @@ import {
 } from './custom_url_editor/utils';
 import { openCustomUrlWindow } from '../../util/custom_url_utils';
 import type { CustomUrlsWrapperProps } from './custom_urls_wrapper';
-import { indexServiceFactory } from '../../util/index_service';
+import { indexServiceFactory, type MlIndexUtils } from '../../util/index_service';
 
 interface CustomUrlsState {
   customUrls: MlUrlConfig[];
@@ -62,9 +62,10 @@ export class CustomUrls extends Component<CustomUrlsProps, CustomUrlsState> {
   static contextType = context;
   declare context: MlKibanaReactContextValue;
 
-  private toastNotificationService: ToastNotificationService | undefined;
+  private toastNotificationService: ToastNotificationService;
+  private mlIndexUtils: MlIndexUtils;
 
-  constructor(props: CustomUrlsProps) {
+  constructor(props: CustomUrlsProps, constructorContext: MlKibanaReactContextValue) {
     super(props);
 
     this.state = {
@@ -74,6 +75,11 @@ export class CustomUrls extends Component<CustomUrlsProps, CustomUrlsState> {
       editorOpen: false,
       supportedFilterFields: [],
     };
+
+    this.toastNotificationService = toastNotificationServiceProvider(
+      constructorContext.services.notifications.toasts
+    );
+    this.mlIndexUtils = indexServiceFactory(constructorContext.services.data.dataViews);
   }
 
   static getDerivedStateFromProps(props: CustomUrlsProps) {
@@ -84,10 +90,7 @@ export class CustomUrls extends Component<CustomUrlsProps, CustomUrlsState> {
   }
 
   componentDidMount() {
-    const { toasts } = this.context.services.notifications;
-    this.toastNotificationService = toastNotificationServiceProvider(toasts);
     const { dashboardService } = this.props;
-    const mlIndexUtils = indexServiceFactory(this.context.services.data.dataViews);
 
     dashboardService
       .fetchDashboards()
@@ -106,7 +109,7 @@ export class CustomUrls extends Component<CustomUrlsProps, CustomUrlsState> {
         );
       });
 
-    mlIndexUtils
+    this.mlIndexUtils
       .loadDataViewListItems()
       .then((dataViewListItems) => {
         this.setState({ dataViewListItems });
@@ -175,6 +178,7 @@ export class CustomUrls extends Component<CustomUrlsProps, CustomUrlsState> {
       http: { basePath },
       data: { dataViews },
       dashboard,
+      mlServices: { mlApiServices: ml },
     } = this.context.services;
     const dataViewId = this.state?.editorSettings?.kibanaSettings?.discoverIndexPatternId;
     const job = this.props.job;
@@ -190,6 +194,7 @@ export class CustomUrls extends Component<CustomUrlsProps, CustomUrlsState> {
         buildCustomUrlFromSettings(dashboard, this.state.editorSettings as CustomUrlSettings).then(
           (customUrl) => {
             getTestUrl(
+              ml,
               job,
               customUrl,
               timefieldName,
diff --git a/x-pack/plugins/ml/public/application/components/data_recognizer/data_recognizer.js b/x-pack/plugins/ml/public/application/components/data_recognizer/data_recognizer.js
index 64cbf60dee385..409002011926d 100644
--- a/x-pack/plugins/ml/public/application/components/data_recognizer/data_recognizer.js
+++ b/x-pack/plugins/ml/public/application/components/data_recognizer/data_recognizer.js
@@ -6,13 +6,15 @@
  */
 
 import PropTypes from 'prop-types';
-
 import React, { Component } from 'react';
-import { RecognizedResult } from './recognized_result';
 
-import { ml } from '../../services/ml_api_service';
+import { context } from '@kbn/kibana-react-plugin/public';
+
+import { RecognizedResult } from './recognized_result';
 
 export class DataRecognizer extends Component {
+  static contextType = context;
+
   constructor(props) {
     super(props);
 
@@ -27,6 +29,7 @@ export class DataRecognizer extends Component {
   }
 
   componentDidMount() {
+    const ml = this.context.services.mlServices.mlApiServices;
     // once the mount is complete, call the recognize endpoint to see if the index format is known to us,
     ml.recognizeIndex({ indexPatternTitle: this.indexPattern.title })
       .then((resp) => {
diff --git a/x-pack/plugins/ml/public/application/components/items_grid/items_grid_pagination.js b/x-pack/plugins/ml/public/application/components/items_grid/items_grid_pagination.js
index 95079800fc358..c95b1db622ff8 100644
--- a/x-pack/plugins/ml/public/application/components/items_grid/items_grid_pagination.js
+++ b/x-pack/plugins/ml/public/application/components/items_grid/items_grid_pagination.js
@@ -101,13 +101,18 @@ export class ItemsGridPagination extends Component {
       <EuiFlexGroup justifyContent="spaceBetween" alignItems="center">
         <EuiFlexItem grow={false}>
           <EuiPopover
+            data-test-subj="mlItemsGridPaginationPopover"
             id="customizablePagination"
             button={button}
             isOpen={this.state.isPopoverOpen}
             closePopover={this.closePopover}
             panelPaddingSize="none"
           >
-            <EuiContextMenuPanel items={items} className="ml-items-grid-page-size-menu" />
+            <EuiContextMenuPanel
+              data-test-subj="mlItemsGridPaginationMenuPanel"
+              items={items}
+              className="ml-items-grid-page-size-menu"
+            />
           </EuiPopover>
         </EuiFlexItem>
 
diff --git a/x-pack/plugins/ml/public/application/components/ml_inference/components/reindex_with_pipeline.tsx b/x-pack/plugins/ml/public/application/components/ml_inference/components/reindex_with_pipeline.tsx
index 513ad5849d258..17128208e7aec 100644
--- a/x-pack/plugins/ml/public/application/components/ml_inference/components/reindex_with_pipeline.tsx
+++ b/x-pack/plugins/ml/public/application/components/ml_inference/components/reindex_with_pipeline.tsx
@@ -29,7 +29,7 @@ import { extractErrorMessage } from '@kbn/ml-error-utils';
 import { i18n } from '@kbn/i18n';
 import type * as estypes from '@elastic/elasticsearch/lib/api/typesWithBodyKey';
 import { debounce } from 'lodash';
-import { useMlKibana } from '../../../contexts/kibana';
+import { useMlApiContext, useMlKibana } from '../../../contexts/kibana';
 import { isValidIndexName } from '../../../../../common/util/es_utils';
 import { createKibanaDataView, checkIndexExists } from '../retry_create_data_view';
 import { useToastNotificationService } from '../../../services/toast_notification_service';
@@ -82,12 +82,11 @@ export const ReindexWithPipeline: FC<Props> = ({ pipelineName, sourceIndex }) =>
       application: { capabilities },
       share,
       data,
-      mlServices: {
-        mlApiServices: { getIndices, reindexWithPipeline, hasPrivileges },
-      },
       docLinks: { links },
     },
   } = useMlKibana();
+  const ml = useMlApiContext();
+  const { getIndices, reindexWithPipeline, hasPrivileges } = ml;
 
   const { displayErrorToast } = useToastNotificationService();
 
@@ -124,7 +123,7 @@ export const ReindexWithPipeline: FC<Props> = ({ pipelineName, sourceIndex }) =>
   );
 
   const debouncedIndexCheck = debounce(async () => {
-    const checkResp = await checkIndexExists(destinationIndex);
+    const checkResp = await checkIndexExists(destinationIndex, ml);
     if (checkResp.errorMessage !== undefined) {
       displayErrorToast(
         checkResp.errorMessage,
@@ -237,7 +236,11 @@ export const ReindexWithPipeline: FC<Props> = ({ pipelineName, sourceIndex }) =>
   useEffect(
     function createDiscoverLink() {
       async function createDataView() {
-        const dataViewCreationResult = await createKibanaDataView(destinationIndex, data.dataViews);
+        const dataViewCreationResult = await createKibanaDataView(
+          destinationIndex,
+          data.dataViews,
+          ml
+        );
         if (
           dataViewCreationResult?.success === true &&
           dataViewCreationResult?.dataViewId &&
@@ -251,6 +254,8 @@ export const ReindexWithPipeline: FC<Props> = ({ pipelineName, sourceIndex }) =>
         createDataView();
       }
     },
+    // Skip ml API services from deps check
+    // eslint-disable-next-line react-hooks/exhaustive-deps
     [
       reindexingTaskId,
       destinationIndex,
diff --git a/x-pack/plugins/ml/public/application/components/ml_inference/components/test_pipeline.tsx b/x-pack/plugins/ml/public/application/components/ml_inference/components/test_pipeline.tsx
index a9745e6e16aa5..48ae32d615d93 100644
--- a/x-pack/plugins/ml/public/application/components/ml_inference/components/test_pipeline.tsx
+++ b/x-pack/plugins/ml/public/application/components/ml_inference/components/test_pipeline.tsx
@@ -67,10 +67,7 @@ export const TestPipeline: FC<Props> = memo(({ state, sourceIndex, mode }) => {
   const [lastFetchedSampleDocsString, setLastFetchedSampleDocsString] = useState<string>('');
   const [isValid, setIsValid] = useState<boolean>(true);
   const [showCallOut, setShowCallOut] = useState<boolean>(true);
-  const {
-    esSearch,
-    trainedModels: { trainedModelPipelineSimulate },
-  } = useMlApiContext();
+  const ml = useMlApiContext();
   const {
     notifications: { toasts },
     services: {
@@ -91,7 +88,7 @@ export const TestPipeline: FC<Props> = memo(({ state, sourceIndex, mode }) => {
 
   const simulatePipeline = async () => {
     try {
-      const result = await trainedModelPipelineSimulate(
+      const result = await ml.trainedModels.trainedModelPipelineSimulate(
         pipelineConfig,
         JSON.parse(sampleDocsString) as IngestSimulateDocument[]
       );
@@ -130,7 +127,7 @@ export const TestPipeline: FC<Props> = memo(({ state, sourceIndex, mode }) => {
       let records: IngestSimulateDocument[] = [];
       let resp;
       try {
-        resp = await esSearch(body);
+        resp = await ml.esSearch(body);
 
         if (resp && resp.hits.total.value > 0) {
           records = resp.hits.hits;
@@ -144,7 +141,9 @@ export const TestPipeline: FC<Props> = memo(({ state, sourceIndex, mode }) => {
       setLastFetchedSampleDocsString(JSON.stringify(records, null, 2));
       setIsValid(true);
     },
-    [esSearch]
+    // skip ml API service from deps
+    // eslint-disable-next-line react-hooks/exhaustive-deps
+    []
   );
 
   const { getSampleDoc, getRandomSampleDoc } = useMemo(
@@ -178,7 +177,7 @@ export const TestPipeline: FC<Props> = memo(({ state, sourceIndex, mode }) => {
   useEffect(
     function checkSourceIndexExists() {
       async function ensureSourceIndexExists() {
-        const resp = await checkIndexExists(sourceIndex!);
+        const resp = await checkIndexExists(sourceIndex!, ml);
         const indexExists = resp.resp && resp.resp[sourceIndex!] && resp.resp[sourceIndex!].exists;
         if (indexExists === false) {
           setSourceIndexMissingError(sourceIndexMissingMessage);
@@ -188,6 +187,8 @@ export const TestPipeline: FC<Props> = memo(({ state, sourceIndex, mode }) => {
         ensureSourceIndexExists();
       }
     },
+    // skip ml API service from deps
+    // eslint-disable-next-line react-hooks/exhaustive-deps
     [sourceIndex, sourceIndexMissingError]
   );
 
diff --git a/x-pack/plugins/ml/public/application/components/ml_inference/retry_create_data_view.ts b/x-pack/plugins/ml/public/application/components/ml_inference/retry_create_data_view.ts
index 4f6e493d1aa34..fd270ae70dfd7 100644
--- a/x-pack/plugins/ml/public/application/components/ml_inference/retry_create_data_view.ts
+++ b/x-pack/plugins/ml/public/application/components/ml_inference/retry_create_data_view.ts
@@ -9,7 +9,7 @@ import { i18n } from '@kbn/i18n';
 import { extractErrorMessage } from '@kbn/ml-error-utils';
 import type { DataViewsContract } from '@kbn/data-views-plugin/public';
 import { DuplicateDataViewError } from '@kbn/data-plugin/public';
-import { ml } from '../../services/ml_api_service';
+import type { MlApiServices } from '../../services/ml_api_service';
 import type { FormMessage } from '../../data_frame_analytics/pages/analytics_management/hooks/use_create_analytics_form/state';
 
 interface CreateKibanaDataViewResponse {
@@ -25,7 +25,7 @@ function delay(ms = 1000) {
   });
 }
 
-export async function checkIndexExists(destIndex: string) {
+export async function checkIndexExists(destIndex: string, ml: MlApiServices) {
   let resp;
   let errorMessage;
   try {
@@ -36,20 +36,23 @@ export async function checkIndexExists(destIndex: string) {
   return { resp, errorMessage };
 }
 
-export async function retryIndexExistsCheck(destIndex: string): Promise<{
+export async function retryIndexExistsCheck(
+  destIndex: string,
+  ml: MlApiServices
+): Promise<{
   success: boolean;
   indexExists: boolean;
   errorMessage?: string;
 }> {
   let retryCount = 15;
 
-  let resp = await checkIndexExists(destIndex);
+  let resp = await checkIndexExists(destIndex, ml);
   let indexExists = resp.resp && resp.resp[destIndex] && resp.resp[destIndex].exists;
 
   while (retryCount > 1 && !indexExists) {
     retryCount--;
     await delay(1000);
-    resp = await checkIndexExists(destIndex);
+    resp = await checkIndexExists(destIndex, ml);
     indexExists = resp.resp && resp.resp[destIndex] && resp.resp[destIndex].exists;
   }
 
@@ -67,12 +70,13 @@ export async function retryIndexExistsCheck(destIndex: string): Promise<{
 export const createKibanaDataView = async (
   destinationIndex: string,
   dataViewsService: DataViewsContract,
+  ml: MlApiServices,
   timeFieldName?: string,
   callback?: (response: FormMessage) => void
 ) => {
   const response: CreateKibanaDataViewResponse = { success: false, message: '' };
   const dataViewName = destinationIndex;
-  const exists = await retryIndexExistsCheck(destinationIndex);
+  const exists = await retryIndexExistsCheck(destinationIndex, ml);
   if (exists?.success === true) {
     // index exists - create data view
     if (exists?.indexExists === true) {
diff --git a/x-pack/plugins/ml/public/application/components/model_snapshots/edit_model_snapshot_flyout/edit_model_snapshot_flyout.tsx b/x-pack/plugins/ml/public/application/components/model_snapshots/edit_model_snapshot_flyout/edit_model_snapshot_flyout.tsx
index 0e34435d93ac4..1be4c7f479ea2 100644
--- a/x-pack/plugins/ml/public/application/components/model_snapshots/edit_model_snapshot_flyout/edit_model_snapshot_flyout.tsx
+++ b/x-pack/plugins/ml/public/application/components/model_snapshots/edit_model_snapshot_flyout/edit_model_snapshot_flyout.tsx
@@ -30,8 +30,7 @@ import type {
   ModelSnapshot,
   CombinedJobWithStats,
 } from '../../../../../common/types/anomaly_detection_jobs';
-import { ml } from '../../../services/ml_api_service';
-import { useNotifications } from '../../../contexts/kibana';
+import { useMlApiContext, useNotifications } from '../../../contexts/kibana';
 
 interface Props {
   snapshot: ModelSnapshot;
@@ -40,6 +39,7 @@ interface Props {
 }
 
 export const EditModelSnapshotFlyout: FC<Props> = ({ snapshot, job, closeFlyout }) => {
+  const ml = useMlApiContext();
   const { toasts } = useNotifications();
   const [description, setDescription] = useState(snapshot.description);
   const [retain, setRetain] = useState(snapshot.retain);
diff --git a/x-pack/plugins/ml/public/application/components/model_snapshots/model_snapshots_table.tsx b/x-pack/plugins/ml/public/application/components/model_snapshots/model_snapshots_table.tsx
index f36668cd1a8f9..2c74bb9f67969 100644
--- a/x-pack/plugins/ml/public/application/components/model_snapshots/model_snapshots_table.tsx
+++ b/x-pack/plugins/ml/public/application/components/model_snapshots/model_snapshots_table.tsx
@@ -12,10 +12,10 @@ import { i18n } from '@kbn/i18n';
 import type { EuiBasicTableColumn } from '@elastic/eui';
 import { EuiFlexGroup, EuiFlexItem, EuiInMemoryTable, EuiLoadingSpinner } from '@elastic/eui';
 import { timeFormatter } from '@kbn/ml-date-utils';
+import { useMlApiContext } from '../../contexts/kibana';
 import { usePermissionCheck } from '../../capabilities/check_capabilities';
 import { EditModelSnapshotFlyout } from './edit_model_snapshot_flyout';
 import { RevertModelSnapshotFlyout } from './revert_model_snapshot_flyout';
-import { ml } from '../../services/ml_api_service';
 import { DATAFEED_STATE, JOB_STATE } from '../../../../common/constants/states';
 import { CloseJobConfirm } from './close_job_confirm';
 import type {
@@ -36,6 +36,8 @@ export enum COMBINED_JOB_STATE {
 }
 
 export const ModelSnapshotTable: FC<Props> = ({ job, refreshJobList }) => {
+  const ml = useMlApiContext();
+
   const [canCreateJob, canStartStopDatafeed] = usePermissionCheck([
     'canCreateJob',
     'canStartStopDatafeed',
@@ -71,7 +73,8 @@ export const ModelSnapshotTable: FC<Props> = ({ job, refreshJobList }) => {
 
   const checkJobIsClosed = useCallback(
     async (snapshot: ModelSnapshot) => {
-      const state = await getCombinedJobState(job.job_id);
+      const jobs = await ml.jobs.jobs([job.job_id]);
+      const state = getCombinedJobState(jobs);
       if (state === COMBINED_JOB_STATE.UNKNOWN) {
         // this will only happen if the job has been deleted by another user
         // between the time the row has been expended and now
@@ -90,6 +93,8 @@ export const ModelSnapshotTable: FC<Props> = ({ job, refreshJobList }) => {
         setCloseJobModalVisible(snapshot);
       }
     },
+    // skip mlApiServices from deps
+    // eslint-disable-next-line react-hooks/exhaustive-deps
     [job]
   );
 
@@ -101,12 +106,15 @@ export const ModelSnapshotTable: FC<Props> = ({ job, refreshJobList }) => {
   const forceCloseJob = useCallback(async () => {
     await ml.jobs.forceStopAndCloseJob(job.job_id);
     if (closeJobModalVisible !== null) {
-      const state = await getCombinedJobState(job.job_id);
+      const jobs = await ml.jobs.jobs([job.job_id]);
+      const state = getCombinedJobState(jobs);
       if (state === COMBINED_JOB_STATE.CLOSED) {
         setRevertSnapshot(closeJobModalVisible);
       }
     }
     hideCloseJobModalVisible();
+    // skip mlApiServices from deps
+    // eslint-disable-next-line react-hooks/exhaustive-deps
   }, [job, closeJobModalVisible]);
 
   const closeEditFlyout = useCallback((reload: boolean) => {
@@ -260,9 +268,7 @@ export const ModelSnapshotTable: FC<Props> = ({ job, refreshJobList }) => {
   );
 };
 
-async function getCombinedJobState(jobId: string) {
-  const jobs = await ml.jobs.jobs([jobId]);
-
+function getCombinedJobState(jobs: CombinedJobWithStats[]) {
   if (jobs.length !== 1) {
     return COMBINED_JOB_STATE.UNKNOWN;
   }
diff --git a/x-pack/plugins/ml/public/application/components/model_snapshots/revert_model_snapshot_flyout/revert_model_snapshot_flyout.tsx b/x-pack/plugins/ml/public/application/components/model_snapshots/revert_model_snapshot_flyout/revert_model_snapshot_flyout.tsx
index ac1e31ced032c..c25bcee687e04 100644
--- a/x-pack/plugins/ml/public/application/components/model_snapshots/revert_model_snapshot_flyout/revert_model_snapshot_flyout.tsx
+++ b/x-pack/plugins/ml/public/application/components/model_snapshots/revert_model_snapshot_flyout/revert_model_snapshot_flyout.tsx
@@ -36,10 +36,9 @@ import type {
   ModelSnapshot,
   CombinedJobWithStats,
 } from '../../../../../common/types/anomaly_detection_jobs';
-import { ml } from '../../../services/ml_api_service';
-import { useNotifications } from '../../../contexts/kibana';
+import { useMlApiContext, useNotifications } from '../../../contexts/kibana';
 import { chartLoaderProvider } from './chart_loader';
-import { mlResultsService } from '../../../services/results_service';
+import { mlResultsServiceProvider } from '../../../services/results_service';
 import type { LineChartPoint } from '../../../jobs/new_job/common/chart_loader';
 import { EventRateChart } from '../../../jobs/new_job/pages/components/charts/event_rate_chart/event_rate_chart';
 import type { Anomaly } from '../../../jobs/new_job/common/results_loader/results_loader';
@@ -64,9 +63,11 @@ export const RevertModelSnapshotFlyout: FC<Props> = ({
   closeFlyout,
   refresh,
 }) => {
+  const ml = useMlApiContext();
   const { toasts } = useNotifications();
   const { loadAnomalyDataForJob, loadEventRateForJob } = useMemo(
-    () => chartLoaderProvider(mlResultsService),
+    () => chartLoaderProvider(mlResultsServiceProvider(ml)),
+    // eslint-disable-next-line react-hooks/exhaustive-deps
     []
   );
   const [currentSnapshot, setCurrentSnapshot] = useState(snapshot);
diff --git a/x-pack/plugins/ml/public/application/components/rule_editor/rule_editor_flyout.js b/x-pack/plugins/ml/public/application/components/rule_editor/rule_editor_flyout.js
index abed4bf9819d8..36c7d6cc00a88 100644
--- a/x-pack/plugins/ml/public/application/components/rule_editor/rule_editor_flyout.js
+++ b/x-pack/plugins/ml/public/application/components/rule_editor/rule_editor_flyout.js
@@ -53,7 +53,7 @@ import {
 } from './utils';
 
 import { getPartitioningFieldNames } from '../../../../common/util/job_utils';
-import { mlJobService } from '../../services/job_service';
+import { mlJobServiceFactory } from '../../services/job_service';
 import { toastNotificationServiceProvider } from '../../services/toast_notification_service';
 
 class RuleEditorFlyoutUI extends Component {
@@ -80,6 +80,11 @@ class RuleEditorFlyoutUI extends Component {
 
     this.partitioningFieldNames = [];
     this.canGetFilters = checkPermission('canGetFilters');
+
+    this.mlJobService = mlJobServiceFactory(
+      toastNotificationServiceProvider(props.kibana.services.notifications.toasts),
+      props.kibana.services.mlServices.mlApiServices
+    );
   }
 
   componentDidMount() {
@@ -101,7 +106,7 @@ class RuleEditorFlyoutUI extends Component {
 
   showFlyout = (anomaly) => {
     let ruleIndex = -1;
-    const job = this.props.selectedJob ?? mlJobService.getJob(anomaly.jobId);
+    const job = this.props.selectedJob ?? this.mlJobService.getJob(anomaly.jobId);
     if (job === undefined) {
       // No details found for this job, display an error and
       // don't open the Flyout as no edits can be made without the job.
@@ -337,6 +342,7 @@ class RuleEditorFlyoutUI extends Component {
   };
 
   updateRuleAtIndex = (ruleIndex, editedRule) => {
+    const mlJobService = this.mlJobService;
     const { toasts } = this.props.kibana.services.notifications;
     const { mlApiServices } = this.props.kibana.services.mlServices;
     const { job, anomaly } = this.state;
@@ -344,7 +350,7 @@ class RuleEditorFlyoutUI extends Component {
     const jobId = job.job_id;
     const detectorIndex = anomaly.detectorIndex;
 
-    saveJobRule(job, detectorIndex, ruleIndex, editedRule, mlApiServices)
+    saveJobRule(mlJobService, job, detectorIndex, ruleIndex, editedRule, mlApiServices)
       .then((resp) => {
         if (resp.success) {
           toasts.add({
@@ -392,13 +398,14 @@ class RuleEditorFlyoutUI extends Component {
   };
 
   deleteRuleAtIndex = (index) => {
+    const mlJobService = this.mlJobService;
     const { toasts } = this.props.kibana.services.notifications;
     const { mlApiServices } = this.props.kibana.services.mlServices;
     const { job, anomaly } = this.state;
     const jobId = job.job_id;
     const detectorIndex = anomaly.detectorIndex;
 
-    deleteJobRule(job, detectorIndex, index, mlApiServices)
+    deleteJobRule(mlJobService, job, detectorIndex, index, mlApiServices)
       .then((resp) => {
         if (resp.success) {
           toasts.addSuccess(
diff --git a/x-pack/plugins/ml/public/application/components/rule_editor/rule_editor_flyout.test.js b/x-pack/plugins/ml/public/application/components/rule_editor/rule_editor_flyout.test.js
index 67ace1427eb13..8dce7f8f45f78 100644
--- a/x-pack/plugins/ml/public/application/components/rule_editor/rule_editor_flyout.test.js
+++ b/x-pack/plugins/ml/public/application/components/rule_editor/rule_editor_flyout.test.js
@@ -7,7 +7,7 @@
 
 // Mock the services required for reading and writing job data.
 jest.mock('../../services/job_service', () => ({
-  mlJobService: {
+  mlJobServiceFactory: () => ({
     getJob: () => {
       return {
         job_id: 'farequote_no_by',
@@ -43,9 +43,8 @@ jest.mock('../../services/job_service', () => ({
         },
       };
     },
-  },
+  }),
 }));
-jest.mock('../../services/ml_api_service', () => 'ml');
 jest.mock('../../capabilities/check_capabilities', () => ({
   checkPermission: () => true,
 }));
@@ -93,6 +92,7 @@ function prepareTest() {
             },
           },
         },
+        mlServices: { mlApiServices: {} },
         notifications: {
           toasts: {
             addDanger: () => {},
diff --git a/x-pack/plugins/ml/public/application/components/rule_editor/select_rule_action/__snapshots__/rule_action_panel.test.js.snap b/x-pack/plugins/ml/public/application/components/rule_editor/select_rule_action/__snapshots__/rule_action_panel.test.js.snap
deleted file mode 100644
index 5cd4ef44c07a2..0000000000000
--- a/x-pack/plugins/ml/public/application/components/rule_editor/select_rule_action/__snapshots__/rule_action_panel.test.js.snap
+++ /dev/null
@@ -1,182 +0,0 @@
-// Jest Snapshot v1, https://goo.gl/fbAQLP
-
-exports[`RuleActionPanel renders panel for rule with a condition 1`] = `
-<EuiPanel
-  className="select-rule-action-panel"
-  paddingSize="m"
->
-  <EuiDescriptionList
-    columnWidths={
-      Array [
-        15,
-        85,
-      ]
-    }
-    listItems={
-      Array [
-        Object {
-          "description": "skip result when actual is less than 1",
-          "title": <Memo(MemoizedFormattedMessage)
-            defaultMessage="Rule"
-            id="xpack.ml.ruleEditor.ruleActionPanel.ruleTitle"
-          />,
-        },
-        Object {
-          "description": <EditConditionLink
-            anomaly={
-              Object {
-                "actual": Array [
-                  50,
-                ],
-                "detectorIndex": 0,
-                "source": Object {
-                  "airline": Array [
-                    "AAL",
-                  ],
-                  "function": "mean",
-                },
-                "typical": Array [
-                  1.23,
-                ],
-              }
-            }
-            appliesTo="actual"
-            conditionIndex={0}
-            conditionValue={1}
-            updateConditionValue={[Function]}
-          />,
-          "title": <Memo(MemoizedFormattedMessage)
-            defaultMessage="Actions"
-            id="xpack.ml.ruleEditor.ruleActionPanel.actionsTitle"
-          />,
-        },
-        Object {
-          "description": <EuiLink
-            onClick={[Function]}
-          >
-            <Memo(MemoizedFormattedMessage)
-              defaultMessage="Edit rule"
-              id="xpack.ml.ruleEditor.ruleActionPanel.editRuleLinkText"
-            />
-          </EuiLink>,
-          "title": "",
-        },
-        Object {
-          "description": <DeleteRuleModal
-            deleteRuleAtIndex={[MockFunction]}
-            ruleIndex={0}
-          />,
-          "title": "",
-        },
-      ]
-    }
-    type="column"
-  />
-</EuiPanel>
-`;
-
-exports[`RuleActionPanel renders panel for rule with a condition and scope, value not in filter list 1`] = `
-<EuiPanel
-  className="select-rule-action-panel"
-  paddingSize="m"
->
-  <EuiDescriptionList
-    columnWidths={
-      Array [
-        15,
-        85,
-      ]
-    }
-    listItems={
-      Array [
-        Object {
-          "description": "skip model update when airline is not in eu-airlines",
-          "title": <Memo(MemoizedFormattedMessage)
-            defaultMessage="Rule"
-            id="xpack.ml.ruleEditor.ruleActionPanel.ruleTitle"
-          />,
-        },
-        Object {
-          "description": <AddToFilterListLink
-            addItemToFilterList={[MockFunction]}
-            fieldValue="AAL"
-            filterId="eu-airlines"
-          />,
-          "title": <Memo(MemoizedFormattedMessage)
-            defaultMessage="Actions"
-            id="xpack.ml.ruleEditor.ruleActionPanel.actionsTitle"
-          />,
-        },
-        Object {
-          "description": <EuiLink
-            onClick={[Function]}
-          >
-            <Memo(MemoizedFormattedMessage)
-              defaultMessage="Edit rule"
-              id="xpack.ml.ruleEditor.ruleActionPanel.editRuleLinkText"
-            />
-          </EuiLink>,
-          "title": "",
-        },
-        Object {
-          "description": <DeleteRuleModal
-            deleteRuleAtIndex={[MockFunction]}
-            ruleIndex={1}
-          />,
-          "title": "",
-        },
-      ]
-    }
-    type="column"
-  />
-</EuiPanel>
-`;
-
-exports[`RuleActionPanel renders panel for rule with scope, value in filter list 1`] = `
-<EuiPanel
-  className="select-rule-action-panel"
-  paddingSize="m"
->
-  <EuiDescriptionList
-    columnWidths={
-      Array [
-        15,
-        85,
-      ]
-    }
-    listItems={
-      Array [
-        Object {
-          "description": "skip model update when airline is not in eu-airlines",
-          "title": <Memo(MemoizedFormattedMessage)
-            defaultMessage="Rule"
-            id="xpack.ml.ruleEditor.ruleActionPanel.ruleTitle"
-          />,
-        },
-        Object {
-          "description": <EuiLink
-            onClick={[Function]}
-          >
-            <Memo(MemoizedFormattedMessage)
-              defaultMessage="Edit rule"
-              id="xpack.ml.ruleEditor.ruleActionPanel.editRuleLinkText"
-            />
-          </EuiLink>,
-          "title": <Memo(MemoizedFormattedMessage)
-            defaultMessage="Actions"
-            id="xpack.ml.ruleEditor.ruleActionPanel.actionsTitle"
-          />,
-        },
-        Object {
-          "description": <DeleteRuleModal
-            deleteRuleAtIndex={[MockFunction]}
-            ruleIndex={1}
-          />,
-          "title": "",
-        },
-      ]
-    }
-    type="column"
-  />
-</EuiPanel>
-`;
diff --git a/x-pack/plugins/ml/public/application/components/rule_editor/select_rule_action/rule_action_panel.js b/x-pack/plugins/ml/public/application/components/rule_editor/select_rule_action/rule_action_panel.js
index 9ee71aff3d54a..aeca2d6425fd7 100644
--- a/x-pack/plugins/ml/public/application/components/rule_editor/select_rule_action/rule_action_panel.js
+++ b/x-pack/plugins/ml/public/application/components/rule_editor/select_rule_action/rule_action_panel.js
@@ -11,19 +11,21 @@
 
 import PropTypes from 'prop-types';
 import React, { Component } from 'react';
+import { cloneDeep } from 'lodash';
 
 import { EuiDescriptionList, EuiLink, EuiPanel } from '@elastic/eui';
 
-import { cloneDeep } from 'lodash';
+import { context } from '@kbn/kibana-react-plugin/public';
 
 import { AddToFilterListLink } from './add_to_filter_list_link';
 import { DeleteRuleModal } from './delete_rule_modal';
 import { EditConditionLink } from './edit_condition_link';
 import { buildRuleDescription } from '../utils';
-import { ml } from '../../../services/ml_api_service';
 import { FormattedMessage } from '@kbn/i18n-react';
 
 export class RuleActionPanel extends Component {
+  static contextType = context;
+
   constructor(props) {
     super(props);
 
@@ -41,6 +43,7 @@ export class RuleActionPanel extends Component {
   }
 
   componentDidMount() {
+    const ml = this.context.services.mlServices.mlApiServices;
     // If the rule has a scope section with a single partitioning field key,
     // load the filter list to check whether to add a link to add the
     // anomaly partitioning field value to the filter list.
diff --git a/x-pack/plugins/ml/public/application/components/rule_editor/select_rule_action/rule_action_panel.test.js b/x-pack/plugins/ml/public/application/components/rule_editor/select_rule_action/rule_action_panel.test.js
index 6d5b2e38346d3..79414b02a5e48 100644
--- a/x-pack/plugins/ml/public/application/components/rule_editor/select_rule_action/rule_action_panel.test.js
+++ b/x-pack/plugins/ml/public/application/components/rule_editor/select_rule_action/rule_action_panel.test.js
@@ -5,6 +5,15 @@
  * 2.0.
  */
 
+import React from 'react';
+import { render, screen, waitFor } from '@testing-library/react';
+
+import { createKibanaReactContext } from '@kbn/kibana-react-plugin/public';
+import { ML_DETECTOR_RULE_ACTION } from '@kbn/ml-anomaly-utils';
+import { __IntlProvider as IntlProvider } from '@kbn/i18n-react';
+
+import { RuleActionPanel } from './rule_action_panel';
+
 jest.mock('../../../services/job_service', () => 'mlJobService');
 
 // Mock the call for loading a filter.
@@ -19,22 +28,18 @@ const mockTestFilter = {
     jobs: ['farequote'],
   },
 };
-jest.mock('../../../services/ml_api_service', () => ({
-  ml: {
-    filters: {
-      filters: () => {
-        return Promise.resolve(mockTestFilter);
+
+const kibanaReactContextMock = createKibanaReactContext({
+  mlServices: {
+    mlApiServices: {
+      filters: {
+        filters: () => {
+          return Promise.resolve(mockTestFilter);
+        },
       },
     },
   },
-}));
-
-import React from 'react';
-
-import { shallowWithIntl } from '@kbn/test-jest-helpers';
-import { ML_DETECTOR_RULE_ACTION } from '@kbn/ml-anomaly-utils';
-
-import { RuleActionPanel } from './rule_action_panel';
+});
 
 describe('RuleActionPanel', () => {
   const job = {
@@ -117,9 +122,21 @@ describe('RuleActionPanel', () => {
       ruleIndex: 0,
     };
 
-    const component = shallowWithIntl(<RuleActionPanel {...props} />);
-
-    expect(component).toMatchSnapshot();
+    render(
+      <IntlProvider>
+        <kibanaReactContextMock.Provider>
+          <RuleActionPanel {...props} />
+        </kibanaReactContextMock.Provider>
+      </IntlProvider>
+    );
+
+    expect(screen.getByText('Rule')).toBeInTheDocument();
+    expect(screen.getByText('skip result when actual is less than 1')).toBeInTheDocument();
+    expect(screen.getByText('Actions')).toBeInTheDocument();
+    expect(screen.getByText('Update rule condition from 1 to')).toBeInTheDocument();
+    expect(screen.getByText('Update')).toBeInTheDocument();
+    expect(screen.getByText('Edit rule')).toBeInTheDocument();
+    expect(screen.getByText('Delete rule')).toBeInTheDocument();
   });
 
   test('renders panel for rule with scope, value in filter list', () => {
@@ -128,19 +145,46 @@ describe('RuleActionPanel', () => {
       ruleIndex: 1,
     };
 
-    const component = shallowWithIntl(<RuleActionPanel {...props} />);
-
-    expect(component).toMatchSnapshot();
+    render(
+      <IntlProvider>
+        <kibanaReactContextMock.Provider>
+          <RuleActionPanel {...props} />
+        </kibanaReactContextMock.Provider>
+      </IntlProvider>
+    );
+
+    expect(screen.getByText('Rule')).toBeInTheDocument();
+    expect(
+      screen.getByText('skip model update when airline is not in eu-airlines')
+    ).toBeInTheDocument();
+    expect(screen.getByText('Actions')).toBeInTheDocument();
+    expect(screen.getByText('Edit rule')).toBeInTheDocument();
+    expect(screen.getByText('Delete rule')).toBeInTheDocument();
   });
 
-  test('renders panel for rule with a condition and scope, value not in filter list', () => {
+  test('renders panel for rule with a condition and scope, value not in filter list', async () => {
     const props = {
       ...requiredProps,
       ruleIndex: 1,
     };
 
-    const wrapper = shallowWithIntl(<RuleActionPanel {...props} />);
-    wrapper.setState({ showAddToFilterListLink: true });
-    expect(wrapper).toMatchSnapshot();
+    await waitFor(() => {
+      render(
+        <IntlProvider>
+          <kibanaReactContextMock.Provider>
+            <RuleActionPanel {...props} />
+          </kibanaReactContextMock.Provider>
+        </IntlProvider>
+      );
+    });
+
+    expect(screen.getByText('Rule')).toBeInTheDocument();
+    expect(
+      screen.getByText('skip model update when airline is not in eu-airlines')
+    ).toBeInTheDocument();
+    expect(screen.getByText('Actions')).toBeInTheDocument();
+    expect(screen.getByText('Add AAL to eu-airlines')).toBeInTheDocument();
+    expect(screen.getByText('Edit rule')).toBeInTheDocument();
+    expect(screen.getByText('Delete rule')).toBeInTheDocument();
   });
 });
diff --git a/x-pack/plugins/ml/public/application/components/rule_editor/utils.js b/x-pack/plugins/ml/public/application/components/rule_editor/utils.js
index 275f32b28bb51..a2c8c6d11f8e5 100644
--- a/x-pack/plugins/ml/public/application/components/rule_editor/utils.js
+++ b/x-pack/plugins/ml/public/application/components/rule_editor/utils.js
@@ -15,7 +15,6 @@ import {
   ML_DETECTOR_RULE_OPERATOR,
 } from '@kbn/ml-anomaly-utils';
 
-import { mlJobService } from '../../services/job_service';
 import { processCreatedBy } from '../../../../common/util/job_utils';
 
 export function getNewConditionDefaults() {
@@ -69,7 +68,14 @@ export function isValidRule(rule) {
   return isValid;
 }
 
-export function saveJobRule(job, detectorIndex, ruleIndex, editedRule, mlApiServices) {
+export function saveJobRule(
+  mlJobService,
+  job,
+  detectorIndex,
+  ruleIndex,
+  editedRule,
+  mlApiServices
+) {
   const detector = job.analysis_config.detectors[detectorIndex];
 
   // Filter out any scope expression where the UI=specific 'enabled'
@@ -102,16 +108,16 @@ export function saveJobRule(job, detectorIndex, ruleIndex, editedRule, mlApiServ
     }
   }
 
-  return updateJobRules(job, detectorIndex, rules, mlApiServices);
+  return updateJobRules(mlJobService, job, detectorIndex, rules, mlApiServices);
 }
 
-export function deleteJobRule(job, detectorIndex, ruleIndex, mlApiServices) {
+export function deleteJobRule(mlJobService, job, detectorIndex, ruleIndex, mlApiServices) {
   const detector = job.analysis_config.detectors[detectorIndex];
   let customRules = [];
   if (detector.custom_rules !== undefined && ruleIndex < detector.custom_rules.length) {
     customRules = cloneDeep(detector.custom_rules);
     customRules.splice(ruleIndex, 1);
-    return updateJobRules(job, detectorIndex, customRules, mlApiServices);
+    return updateJobRules(mlJobService, job, detectorIndex, customRules, mlApiServices);
   } else {
     return Promise.reject(
       new Error(
@@ -127,7 +133,7 @@ export function deleteJobRule(job, detectorIndex, ruleIndex, mlApiServices) {
   }
 }
 
-export function updateJobRules(job, detectorIndex, rules, mlApiServices) {
+export function updateJobRules(mlJobService, job, detectorIndex, rules, mlApiServices) {
   // Pass just the detector with the edited rule to the updateJob endpoint.
   const jobId = job.job_id;
   const jobData = {
@@ -149,17 +155,14 @@ export function updateJobRules(job, detectorIndex, rules, mlApiServices) {
     mlApiServices
       .updateJob({ jobId: jobId, job: jobData })
       .then(() => {
-        // If using mlJobService, refresh the job data in the job service before resolving.
-        if (mlJobService) {
-          mlJobService
-            .refreshJob(jobId)
-            .then(() => {
-              resolve({ success: true });
-            })
-            .catch((refreshResp) => {
-              reject(refreshResp);
-            });
-        }
+        mlJobService
+          .refreshJob(jobId)
+          .then(() => {
+            resolve({ success: true });
+          })
+          .catch((refreshResp) => {
+            reject(refreshResp);
+          });
       })
       .catch((resp) => {
         reject(resp);
diff --git a/x-pack/plugins/ml/public/application/components/validate_job/__snapshots__/validate_job_view.test.js.snap b/x-pack/plugins/ml/public/application/components/validate_job/__snapshots__/validate_job_view.test.js.snap
deleted file mode 100644
index 6a4418074f626..0000000000000
--- a/x-pack/plugins/ml/public/application/components/validate_job/__snapshots__/validate_job_view.test.js.snap
+++ /dev/null
@@ -1,64 +0,0 @@
-// Jest Snapshot v1, https://goo.gl/fbAQLP
-
-exports[`ValidateJob renders button and modal with a message 1`] = `
-<Fragment>
-  <div>
-    <EuiButton
-      fill={true}
-      iconSide="right"
-      iconType="questionInCircle"
-      isDisabled={false}
-      isLoading={true}
-      onClick={[Function]}
-      size="s"
-    >
-      <MemoizedFormattedMessage
-        defaultMessage="Validate Job"
-        id="xpack.ml.validateJob.validateJobButtonLabel"
-      />
-    </EuiButton>
-  </div>
-</Fragment>
-`;
-
-exports[`ValidateJob renders the button 1`] = `
-<Fragment>
-  <div>
-    <EuiButton
-      fill={true}
-      iconSide="right"
-      iconType="questionInCircle"
-      isDisabled={false}
-      isLoading={true}
-      onClick={[Function]}
-      size="s"
-    >
-      <MemoizedFormattedMessage
-        defaultMessage="Validate Job"
-        id="xpack.ml.validateJob.validateJobButtonLabel"
-      />
-    </EuiButton>
-  </div>
-</Fragment>
-`;
-
-exports[`ValidateJob renders the button and modal with a success message 1`] = `
-<Fragment>
-  <div>
-    <EuiButton
-      fill={true}
-      iconSide="right"
-      iconType="questionInCircle"
-      isDisabled={false}
-      isLoading={true}
-      onClick={[Function]}
-      size="s"
-    >
-      <MemoizedFormattedMessage
-        defaultMessage="Validate Job"
-        id="xpack.ml.validateJob.validateJobButtonLabel"
-      />
-    </EuiButton>
-  </div>
-</Fragment>
-`;
diff --git a/x-pack/plugins/ml/public/application/components/validate_job/validate_job_view.d.ts b/x-pack/plugins/ml/public/application/components/validate_job/validate_job_view.d.ts
index d903533bfb73e..c6517cecd6924 100644
--- a/x-pack/plugins/ml/public/application/components/validate_job/validate_job_view.d.ts
+++ b/x-pack/plugins/ml/public/application/components/validate_job/validate_job_view.d.ts
@@ -9,7 +9,6 @@ import type { FC } from 'react';
 declare const ValidateJob: FC<{
   getJobConfig: any;
   getDuration: any;
-  ml: any;
   embedded?: boolean;
   setIsValid?: (valid: boolean) => void;
   idFilterList?: string[];
diff --git a/x-pack/plugins/ml/public/application/components/validate_job/validate_job_view.js b/x-pack/plugins/ml/public/application/components/validate_job/validate_job_view.js
index 64910f5abfd21..acc17d6b8c0da 100644
--- a/x-pack/plugins/ml/public/application/components/validate_job/validate_job_view.js
+++ b/x-pack/plugins/ml/public/application/components/validate_job/validate_job_view.js
@@ -26,8 +26,6 @@ import {
 
 import { FormattedMessage } from '@kbn/i18n-react';
 
-import { getDocLinks } from '../../util/dependency_cache';
-
 import { parseMessages } from '../../../../common/constants/messages';
 import { VALIDATION_STATUS } from '../../../../common/constants/validation';
 import { Callout, statusToEuiIconType } from '../callout';
@@ -76,7 +74,7 @@ MessageList.propTypes = {
 const LoadingSpinner = () => (
   <EuiFlexGroup justifyContent="spaceAround" alignItems="center">
     <EuiFlexItem grow={false}>
-      <EuiLoadingSpinner size="xl" />
+      <EuiLoadingSpinner size="xl" data-test-subj="mlValidateJobLoadingSpinner" />
     </EuiFlexItem>
   </EuiFlexGroup>
 );
@@ -120,6 +118,7 @@ export class ValidateJobUI extends Component {
   };
 
   validate = () => {
+    const docLinks = this.props.kibana.services.docLinks;
     const job = this.props.getJobConfig();
     const getDuration = this.props.getDuration;
     const duration = typeof getDuration === 'function' ? getDuration() : undefined;
@@ -131,10 +130,10 @@ export class ValidateJobUI extends Component {
       if (typeof duration === 'object' && duration.start !== null && duration.end !== null) {
         let shouldShowLoadingIndicator = true;
 
-        this.props.ml
+        this.props.kibana.services.mlServices.mlApiServices
           .validateJob({ duration, fields, job })
           .then((validationMessages) => {
-            const messages = parseMessages(validationMessages, getDocLinks());
+            const messages = parseMessages(validationMessages, docLinks);
             shouldShowLoadingIndicator = false;
 
             const messagesContainError = messages.some((m) => m.status === VALIDATION_STATUS.ERROR);
@@ -229,7 +228,7 @@ export class ValidateJobUI extends Component {
   };
 
   render() {
-    const jobTipsUrl = getDocLinks().links.ml.anomalyDetectionJobTips;
+    const jobTipsUrl = this.props.kibana.services.docLinks.links.ml.anomalyDetectionJobTips;
     // only set to false if really false and not another falsy value, so it defaults to true.
     const fill = this.props.fill === false ? false : true;
     // default to false if not explicitly set to true
@@ -244,7 +243,8 @@ export class ValidateJobUI extends Component {
         {embedded === false ? (
           <div>
             <EuiButton
-              onClick={this.validate}
+              data-test-subj="mlValidateJobButton"
+              onClick={(e) => this.validate(e)}
               size="s"
               fill={fill}
               iconType={isCurrentJobConfig ? this.state.ui.iconType : defaultIconType}
@@ -260,6 +260,7 @@ export class ValidateJobUI extends Component {
 
             {!isDisabled && this.state.ui.isModalVisible && (
               <Modal
+                data-test-subj="mlValidateJobModal"
                 close={this.closeModal}
                 title={
                   <FormattedMessage
@@ -321,7 +322,6 @@ ValidateJobUI.propTypes = {
   getJobConfig: PropTypes.func.isRequired,
   isCurrentJobConfig: PropTypes.bool,
   isDisabled: PropTypes.bool,
-  ml: PropTypes.object.isRequired,
   embedded: PropTypes.bool,
   setIsValid: PropTypes.func,
   idFilterList: PropTypes.array,
diff --git a/x-pack/plugins/ml/public/application/components/validate_job/validate_job_view.test.js b/x-pack/plugins/ml/public/application/components/validate_job/validate_job_view.test.js
index 497e7124623f0..5bc57a1a1fd73 100644
--- a/x-pack/plugins/ml/public/application/components/validate_job/validate_job_view.test.js
+++ b/x-pack/plugins/ml/public/application/components/validate_job/validate_job_view.test.js
@@ -5,91 +5,104 @@
  * 2.0.
  */
 
-import { shallowWithIntl } from '@kbn/test-jest-helpers';
+import { render, waitFor } from '@testing-library/react';
 import React from 'react';
 
+import { __IntlProvider as IntlProvider } from '@kbn/i18n-react';
+
 import { ValidateJob } from './validate_job_view';
 
-jest.mock('../../util/dependency_cache', () => ({
-  getDocLinks: () => ({
-    links: {
-      ml: {
-        anomalyDetectionJobTips: 'jest-metadata-mock-url',
+const mockValidateJob = jest.fn().mockImplementation(({ job }) => {
+  console.log('job', job);
+  if (job.job_id === 'job1') {
+    return Promise.resolve([]);
+  } else if (job.job_id === 'job2') {
+    return Promise.resolve([
+      {
+        fieldName: 'airline',
+        id: 'over_field_low_cardinality',
+        status: 'warning',
+        text: 'Cardinality of over_field "airline" is low and therefore less suitable for population analysis.',
+        url: 'https://www.elastic.co/blog/sizing-machine-learning-with-elasticsearch',
       },
-    },
-  }),
-}));
+    ]);
+  } else {
+    return Promise.reject(new Error('Unknown job'));
+  }
+});
+
+const mockKibanaContext = {
+  services: {
+    docLinks: { links: { ml: { anomalyDetectionJobTips: 'https://anomalyDetectionJobTips' } } },
+    notifications: { toasts: { addDanger: jest.fn(), addError: jest.fn() } },
+    mlServices: { mlApiServices: { validateJob: mockValidateJob } },
+  },
+};
 
+const mockReact = React;
 jest.mock('@kbn/kibana-react-plugin/public', () => ({
-  withKibana: (comp) => {
-    return comp;
+  withKibana: (type) => {
+    const EnhancedType = (props) => {
+      return mockReact.createElement(type, {
+        ...props,
+        kibana: mockKibanaContext,
+      });
+    };
+    return EnhancedType;
   },
 }));
 
 const job = {
-  job_id: 'test-id',
+  job_id: 'job2',
 };
 
 const getJobConfig = () => job;
 const getDuration = () => ({ start: 0, end: 1 });
 
-function prepareTest(messages) {
-  const p = Promise.resolve(messages);
-
-  const ml = {
-    validateJob: () => Promise.resolve(messages),
-  };
-  const kibana = {
-    services: {
-      notifications: { toasts: { addDanger: jest.fn(), addError: jest.fn() } },
-    },
-  };
-
-  const component = (
-    <ValidateJob getDuration={getDuration} getJobConfig={getJobConfig} ml={ml} kibana={kibana} />
-  );
-
-  const wrapper = shallowWithIntl(component);
-
-  return { wrapper, p };
-}
-
 describe('ValidateJob', () => {
-  const test1 = prepareTest({
-    success: true,
-    messages: [],
-  });
-
-  test('renders the button', () => {
-    expect(test1.wrapper).toMatchSnapshot();
-  });
-
-  test('renders the button and modal with a success message', () => {
-    test1.wrapper.instance().validate();
-    test1.p.then(() => {
-      test1.wrapper.update();
-      expect(test1.wrapper).toMatchSnapshot();
-    });
-  });
-
-  const test2 = prepareTest({
-    success: true,
-    messages: [
-      {
-        fieldName: 'airline',
-        id: 'over_field_low_cardinality',
-        status: 'warning',
-        text: 'Cardinality of over_field "airline" is low and therefore less suitable for population analysis.',
-        url: 'https://www.elastic.co/blog/sizing-machine-learning-with-elasticsearch',
-      },
-    ],
+  test('renders the button when not in embedded mode', () => {
+    const { getByTestId, queryByTestId } = render(
+      <IntlProvider>
+        <ValidateJob
+          isDisabled={false}
+          embedded={false}
+          getDuration={getDuration}
+          getJobConfig={getJobConfig}
+        />
+      </IntlProvider>
+    );
+
+    const button = getByTestId('mlValidateJobButton');
+    expect(button).toBeInTheDocument();
+
+    const loadingSpinner = queryByTestId('mlValidateJobLoadingSpinner');
+    expect(loadingSpinner).not.toBeInTheDocument();
+    const modal = queryByTestId('mlValidateJobModal');
+    expect(modal).not.toBeInTheDocument();
   });
 
-  test('renders button and modal with a message', () => {
-    test2.wrapper.instance().validate();
-    test2.p.then(() => {
-      test2.wrapper.update();
-      expect(test2.wrapper).toMatchSnapshot();
+  test('renders no button when in embedded mode', async () => {
+    const { queryByTestId, getByTestId } = render(
+      <IntlProvider>
+        <ValidateJob
+          isDisabled={false}
+          embedded={true}
+          getDuration={getDuration}
+          getJobConfig={getJobConfig}
+        />
+      </IntlProvider>
+    );
+
+    expect(queryByTestId('mlValidateJobButton')).not.toBeInTheDocument();
+    expect(getByTestId('mlValidateJobLoadingSpinner')).toBeInTheDocument();
+    expect(queryByTestId('mlValidateJobModal')).not.toBeInTheDocument();
+
+    await waitFor(() => expect(mockValidateJob).toHaveBeenCalledTimes(1));
+
+    // wait for the loading spinner to disappear and show a callout instead
+    await waitFor(() => {
+      expect(queryByTestId('mlValidateJobLoadingSpinner')).not.toBeInTheDocument();
+      expect(queryByTestId('mlValidationCallout warning')).toBeInTheDocument();
     });
   });
 });
diff --git a/x-pack/plugins/ml/public/application/data_frame_analytics/common/analytics.ts b/x-pack/plugins/ml/public/application/data_frame_analytics/common/analytics.ts
index e025b808e2fcc..a636974e68b94 100644
--- a/x-pack/plugins/ml/public/application/data_frame_analytics/common/analytics.ts
+++ b/x-pack/plugins/ml/public/application/data_frame_analytics/common/analytics.ts
@@ -19,8 +19,8 @@ import {
   ANALYSIS_CONFIG_TYPE,
 } from '@kbn/ml-data-frame-analytics-utils';
 import type * as estypes from '@elastic/elasticsearch/lib/api/typesWithBodyKey';
-import { ml } from '../../services/ml_api_service';
 import type { Dictionary } from '../../../../common/types/common';
+import type { MlApiServices } from '../../services/ml_api_service';
 
 export type IndexPattern = string;
 
@@ -289,6 +289,7 @@ export enum REGRESSION_STATS {
 }
 
 interface LoadEvalDataConfig {
+  mlApiServices: MlApiServices;
   isTraining?: boolean;
   index: string;
   dependentVariable: string;
@@ -303,6 +304,7 @@ interface LoadEvalDataConfig {
 }
 
 export const loadEvalData = async ({
+  mlApiServices,
   isTraining,
   index,
   dependentVariable,
@@ -360,7 +362,7 @@ export const loadEvalData = async ({
   };
 
   try {
-    const evalResult = await ml.dataFrameAnalytics.evaluateDataFrameAnalytics(config);
+    const evalResult = await mlApiServices.dataFrameAnalytics.evaluateDataFrameAnalytics(config);
     results.success = true;
     results.eval = evalResult;
     return results;
@@ -371,6 +373,7 @@ export const loadEvalData = async ({
 };
 
 interface LoadDocsCountConfig {
+  mlApiServices: MlApiServices;
   ignoreDefaultQuery?: boolean;
   isTraining?: boolean;
   searchQuery: estypes.QueryDslQueryContainer;
@@ -384,6 +387,7 @@ interface LoadDocsCountResponse {
 }
 
 export const loadDocsCount = async ({
+  mlApiServices,
   ignoreDefaultQuery = true,
   isTraining,
   searchQuery,
@@ -398,7 +402,7 @@ export const loadDocsCount = async ({
       query,
     };
 
-    const resp: TrackTotalHitsSearchResponse = await ml.esSearch({
+    const resp: TrackTotalHitsSearchResponse = await mlApiServices.esSearch({
       index: destIndex,
       size: 0,
       body,
diff --git a/x-pack/plugins/ml/public/application/data_frame_analytics/common/get_index_data.ts b/x-pack/plugins/ml/public/application/data_frame_analytics/common/get_index_data.ts
index 68ed524ec5c12..bd289f3a1cdd7 100644
--- a/x-pack/plugins/ml/public/application/data_frame_analytics/common/get_index_data.ts
+++ b/x-pack/plugins/ml/public/application/data_frame_analytics/common/get_index_data.ts
@@ -11,16 +11,19 @@ import { type DataFrameAnalyticsConfig } from '@kbn/ml-data-frame-analytics-util
 import type { EsSorting, UseDataGridReturnType } from '@kbn/ml-data-grid';
 import { getProcessedFields, INDEX_STATUS } from '@kbn/ml-data-grid';
 
-import { ml } from '../../services/ml_api_service';
-import { newJobCapsServiceAnalytics } from '../../services/new_job_capabilities/new_job_capabilities_service_analytics';
+import { mlJobCapsServiceAnalyticsFactory } from '../../services/new_job_capabilities/new_job_capabilities_service_analytics';
+import type { MlApiServices } from '../../services/ml_api_service';
 
 export const getIndexData = async (
+  mlApiServices: MlApiServices,
   jobConfig: DataFrameAnalyticsConfig | undefined,
   dataGrid: UseDataGridReturnType,
   searchQuery: estypes.QueryDslQueryContainer,
   options: { didCancel: boolean }
 ) => {
   if (jobConfig !== undefined) {
+    const newJobCapsServiceAnalytics = mlJobCapsServiceAnalyticsFactory(mlApiServices);
+
     const {
       pagination,
       setErrorMessage,
@@ -47,7 +50,7 @@ export const getIndexData = async (
 
       const { pageIndex, pageSize } = pagination;
       // TODO: remove results_field from `fields` when possible
-      const resp: estypes.SearchResponse = await ml.esSearch({
+      const resp: estypes.SearchResponse = await mlApiServices.esSearch({
         index: jobConfig.dest.index,
         body: {
           fields: ['*'],
diff --git a/x-pack/plugins/ml/public/application/data_frame_analytics/common/get_index_fields.ts b/x-pack/plugins/ml/public/application/data_frame_analytics/common/get_index_fields.ts
index 54f76fdc1b52f..0cc1bb0b587c0 100644
--- a/x-pack/plugins/ml/public/application/data_frame_analytics/common/get_index_fields.ts
+++ b/x-pack/plugins/ml/public/application/data_frame_analytics/common/get_index_fields.ts
@@ -8,19 +8,22 @@
 import type { ES_FIELD_TYPES } from '@kbn/field-types';
 
 import type { DataFrameAnalyticsConfig } from '@kbn/ml-data-frame-analytics-utils';
-import { newJobCapsServiceAnalytics } from '../../services/new_job_capabilities/new_job_capabilities_service_analytics';
+import { mlJobCapsServiceAnalyticsFactory } from '../../services/new_job_capabilities/new_job_capabilities_service_analytics';
+import type { MlApiServices } from '../../services/ml_api_service';
 
 export interface FieldTypes {
   [key: string]: ES_FIELD_TYPES;
 }
 
 export const getIndexFields = (
+  mlApiServices: MlApiServices,
   jobConfig: DataFrameAnalyticsConfig | undefined,
   needsDestIndexFields: boolean
 ) => {
   if (jobConfig !== undefined) {
-    const { selectedFields: defaultSelected, docFields } =
-      newJobCapsServiceAnalytics.getDefaultFields(jobConfig, needsDestIndexFields);
+    const { selectedFields: defaultSelected, docFields } = mlJobCapsServiceAnalyticsFactory(
+      mlApiServices
+    ).getDefaultFields(jobConfig, needsDestIndexFields);
 
     const types: FieldTypes = {};
     const allFields: string[] = [];
diff --git a/x-pack/plugins/ml/public/application/data_frame_analytics/common/use_results_view_config.ts b/x-pack/plugins/ml/public/application/data_frame_analytics/common/use_results_view_config.ts
index 22acd894d63ef..fba862558b766 100644
--- a/x-pack/plugins/ml/public/application/data_frame_analytics/common/use_results_view_config.ts
+++ b/x-pack/plugins/ml/public/application/data_frame_analytics/common/use_results_view_config.ts
@@ -19,14 +19,13 @@ import {
   type TotalFeatureImportance,
 } from '@kbn/ml-data-frame-analytics-utils';
 
-import { useMlKibana } from '../../contexts/kibana';
-import { ml } from '../../services/ml_api_service';
-import { newJobCapsServiceAnalytics } from '../../services/new_job_capabilities/new_job_capabilities_service_analytics';
+import { useMlApiContext, useMlKibana } from '../../contexts/kibana';
+import { useNewJobCapsServiceAnalytics } from '../../services/new_job_capabilities/new_job_capabilities_service_analytics';
 import { useMlIndexUtils } from '../../util/index_service';
 
 import { isGetDataFrameAnalyticsStatsResponseOk } from '../pages/analytics_management/services/analytics_service/get_analytics';
 import { useTrainedModelsApiService } from '../../services/ml_api_service/trained_models';
-import { getToastNotificationService } from '../../services/toast_notification_service';
+import { useToastNotificationService } from '../../services/toast_notification_service';
 import { getDestinationIndex } from './get_destination_index';
 
 export const useResultsViewConfig = (jobId: string) => {
@@ -35,8 +34,11 @@ export const useResultsViewConfig = (jobId: string) => {
       data: { dataViews },
     },
   } = useMlKibana();
+  const toastNotificationService = useToastNotificationService();
+  const ml = useMlApiContext();
   const { getDataViewIdFromName } = useMlIndexUtils();
   const trainedModelsApiService = useTrainedModelsApiService();
+  const newJobCapsServiceAnalytics = useNewJobCapsServiceAnalytics();
 
   const [dataView, setDataView] = useState<DataView | undefined>(undefined);
   const [dataViewErrorMessage, setDataViewErrorMessage] = useState<undefined | string>(undefined);
@@ -92,7 +94,7 @@ export const useResultsViewConfig = (jobId: string) => {
                 setTotalFeatureImportance(inferenceModel?.metadata?.total_feature_importance);
               }
             } catch (e) {
-              getToastNotificationService().displayErrorToast(e);
+              toastNotificationService.displayErrorToast(e);
             }
           }
 
diff --git a/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_creation/components/advanced_step/advanced_step_form.tsx b/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_creation/components/advanced_step/advanced_step_form.tsx
index 24577dd0dcc04..9b8dec570a5e9 100644
--- a/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_creation/components/advanced_step/advanced_step_form.tsx
+++ b/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_creation/components/advanced_step/advanced_step_form.tsx
@@ -32,7 +32,7 @@ import {
 import { HyperParameters } from './hyper_parameters';
 import type { CreateAnalyticsStepProps } from '../../../analytics_management/hooks/use_create_analytics_form';
 import { getModelMemoryLimitErrors } from '../../../analytics_management/hooks/use_create_analytics_form/reducer';
-import { useMlKibana } from '../../../../../contexts/kibana';
+import { useMlKibana, useMlApiContext } from '../../../../../contexts/kibana';
 import { DEFAULT_MODEL_MEMORY_LIMIT } from '../../../analytics_management/hooks/use_create_analytics_form/state';
 import { ANALYTICS_STEPS } from '../../page';
 import { fetchExplainData } from '../shared';
@@ -134,6 +134,7 @@ export const AdvancedStepForm: FC<CreateAnalyticsStepProps> = ({
   const {
     services: { docLinks },
   } = useMlKibana();
+  const mlApiServices = useMlApiContext();
   const classAucRocDocLink = docLinks.links.ml.classificationAucRoc;
 
   const { setEstimatedModelMemoryLimit, setFormState } = actions;
@@ -205,7 +206,10 @@ export const AdvancedStepForm: FC<CreateAnalyticsStepProps> = ({
   useEffect(() => {
     setFetchingAdvancedParamErrors(true);
     (async function () {
-      const { success, errorMessage, errorReason, expectedMemory } = await fetchExplainData(form);
+      const { success, errorMessage, errorReason, expectedMemory } = await fetchExplainData(
+        mlApiServices,
+        form
+      );
       const paramErrors: AdvancedParamErrors = {};
 
       if (success) {
diff --git a/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_creation/components/configuration_step/configuration_step_form.tsx b/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_creation/components/configuration_step/configuration_step_form.tsx
index a06e3575cfce9..4f737c1137663 100644
--- a/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_creation/components/configuration_step/configuration_step_form.tsx
+++ b/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_creation/components/configuration_step/configuration_step_form.tsx
@@ -29,13 +29,13 @@ import {
 } from '@kbn/ml-data-frame-analytics-utils';
 import { DataGrid } from '@kbn/ml-data-grid';
 import { SEARCH_QUERY_LANGUAGE } from '@kbn/ml-query-utils';
-import { useMlKibana } from '../../../../../contexts/kibana';
+import { useMlApiContext, useMlKibana } from '../../../../../contexts/kibana';
 import {
   EuiComboBoxWithFieldStats,
   FieldStatsFlyoutProvider,
 } from '../../../../../components/field_stats_flyout';
 import type { FieldForStats } from '../../../../../components/field_stats_flyout/field_stats_info_button';
-import { newJobCapsServiceAnalytics } from '../../../../../services/new_job_capabilities/new_job_capabilities_service_analytics';
+import { useNewJobCapsServiceAnalytics } from '../../../../../services/new_job_capabilities/new_job_capabilities_service_analytics';
 import { useDataSource } from '../../../../../contexts/ml';
 
 import { getScatterplotMatrixLegendType } from '../../../../common/get_scatterplot_matrix_legend_type';
@@ -44,7 +44,6 @@ import { Messages } from '../shared';
 import type { State } from '../../../analytics_management/hooks/use_create_analytics_form/state';
 import { DEFAULT_MODEL_MEMORY_LIMIT } from '../../../analytics_management/hooks/use_create_analytics_form/state';
 import { handleExplainErrorMessage, shouldAddAsDepVarOption } from './form_options_validation';
-import { getToastNotifications } from '../../../../../util/dependency_cache';
 
 import { ANALYTICS_STEPS } from '../../page';
 import { ContinueButton } from '../continue_button';
@@ -115,6 +114,10 @@ export const ConfigurationStepForm: FC<ConfigurationStepProps> = ({
   setCurrentStep,
   sourceDataViewTitle,
 }) => {
+  const { services } = useMlKibana();
+  const toastNotifications = services.notifications.toasts;
+  const mlApiServices = useMlApiContext();
+  const newJobCapsServiceAnalytics = useNewJobCapsServiceAnalytics();
   const { selectedDataView, selectedSavedSearch } = useDataSource();
   const { savedSearchQuery, savedSearchQueryStr } = useSavedSearch();
 
@@ -167,8 +170,6 @@ export const ConfigurationStepForm: FC<ConfigurationStepProps> = ({
     language: jobConfigQueryLanguage ?? SEARCH_QUERY_LANGUAGE.KUERY,
   });
 
-  const toastNotifications = getToastNotifications();
-
   const setJobConfigQuery: ExplorationQueryBarProps['setSearchQuery'] = (update) => {
     if (update.query) {
       setFormState({
@@ -287,7 +288,7 @@ export const ConfigurationStepForm: FC<ConfigurationStepProps> = ({
       fieldSelection,
       errorMessage,
       noDocsContainMappedFields: noDocsWithFields,
-    } = await fetchExplainData(formToUse);
+    } = await fetchExplainData(mlApiServices, formToUse);
 
     if (success) {
       if (shouldUpdateEstimatedMml) {
@@ -443,7 +444,7 @@ export const ConfigurationStepForm: FC<ConfigurationStepProps> = ({
           fieldSelection,
           errorMessage,
           noDocsContainMappedFields: noDocsWithFields,
-        } = await fetchExplainData(formCopy);
+        } = await fetchExplainData(mlApiServices, formCopy);
         if (success) {
           // update the field selection table
           const hasRequiredFields = fieldSelection.some(
@@ -547,7 +548,6 @@ export const ConfigurationStepForm: FC<ConfigurationStepProps> = ({
     // eslint-disable-next-line react-hooks/exhaustive-deps
     [dependentVariableEmpty, jobType, scatterplotMatrixProps.fields.length]
   );
-  const { services } = useMlKibana();
   const fieldStatsServices: FieldStatsServices = useMemo(() => {
     const { uiSettings, data, fieldFormats, charts } = services;
     return {
diff --git a/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_creation/components/configuration_step/supported_fields_message.tsx b/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_creation/components/configuration_step/supported_fields_message.tsx
index f7c8f30bff1a2..d8f3404cf2887 100644
--- a/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_creation/components/configuration_step/supported_fields_message.tsx
+++ b/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_creation/components/configuration_step/supported_fields_message.tsx
@@ -19,7 +19,7 @@ import {
 } from '@kbn/ml-data-frame-analytics-utils';
 import type { AnalyticsJobType } from '../../../analytics_management/hooks/use_create_analytics_form/state';
 import { CATEGORICAL_TYPES } from './form_options_validation';
-import { newJobCapsServiceAnalytics } from '../../../../../services/new_job_capabilities/new_job_capabilities_service_analytics';
+import { useNewJobCapsServiceAnalytics } from '../../../../../services/new_job_capabilities/new_job_capabilities_service_analytics';
 
 const containsClassificationFieldsCb = ({ name, type }: Field) =>
   !OMIT_FIELDS.includes(name) &&
@@ -73,7 +73,7 @@ export const SupportedFieldsMessage: FC<Props> = ({ jobType }) => {
   const [sourceIndexContainsSupportedFields, setSourceIndexContainsSupportedFields] =
     useState<boolean>(true);
   const [sourceIndexFieldsCheckFailed, setSourceIndexFieldsCheckFailed] = useState<boolean>(false);
-  const { fields } = newJobCapsServiceAnalytics;
+  const { fields } = useNewJobCapsServiceAnalytics();
 
   // Find out if data view contains supported fields for job type. Provides a hint in the form
   // that job may not run correctly if no supported fields are found.
diff --git a/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_creation/components/create_analytics_advanced_editor/create_analytics_advanced_editor.tsx b/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_creation/components/create_analytics_advanced_editor/create_analytics_advanced_editor.tsx
index cdc93fbeb4feb..a2a6e965c3e70 100644
--- a/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_creation/components/create_analytics_advanced_editor/create_analytics_advanced_editor.tsx
+++ b/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_creation/components/create_analytics_advanced_editor/create_analytics_advanced_editor.tsx
@@ -14,8 +14,7 @@ import { i18n } from '@kbn/i18n';
 import { extractErrorMessage } from '@kbn/ml-error-utils';
 
 import { dynamic } from '@kbn/shared-ux-utility';
-import { useNotifications } from '../../../../../contexts/kibana';
-import { ml } from '../../../../../services/ml_api_service';
+import { useMlApiContext, useNotifications } from '../../../../../contexts/kibana';
 import type { CreateAnalyticsFormProps } from '../../../analytics_management/hooks/use_create_analytics_form';
 import { CreateStep } from '../create_step';
 import { ANALYTICS_STEPS } from '../../page';
@@ -25,6 +24,7 @@ const EditorComponent = dynamic(async () => ({
 }));
 
 export const CreateAnalyticsAdvancedEditor: FC<CreateAnalyticsFormProps> = (props) => {
+  const ml = useMlApiContext();
   const { actions, state } = props;
   const { setAdvancedEditorRawString, setFormState } = actions;
 
diff --git a/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_creation/components/create_step_footer/create_step_footer.tsx b/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_creation/components/create_step_footer/create_step_footer.tsx
index 307308ddb65b9..b7dac69e1226e 100644
--- a/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_creation/components/create_step_footer/create_step_footer.tsx
+++ b/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_creation/components/create_step_footer/create_step_footer.tsx
@@ -16,8 +16,7 @@ import {
 } from '@kbn/ml-data-frame-analytics-utils';
 import { getDataFrameAnalyticsProgressPhase } from '../../../analytics_management/components/analytics_list/common';
 import { isGetDataFrameAnalyticsStatsResponseOk } from '../../../analytics_management/services/analytics_service/get_analytics';
-import { useMlKibana } from '../../../../../contexts/kibana';
-import { ml } from '../../../../../services/ml_api_service';
+import { useMlApiContext, useMlKibana } from '../../../../../contexts/kibana';
 import { BackToListPanel } from '../back_to_list_panel';
 import { ViewResultsPanel } from '../view_results_panel';
 import { ProgressStats } from './progress_stats';
@@ -49,6 +48,7 @@ export const CreateStepFooter: FC<Props> = ({ jobId, jobType, showProgress }) =>
   const {
     services: { notifications },
   } = useMlKibana();
+  const ml = useMlApiContext();
 
   useEffect(() => {
     setInitialized(true);
diff --git a/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_creation/components/details_step/details_step_form.tsx b/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_creation/components/details_step/details_step_form.tsx
index 3cc53d3c95ad0..d80c23732dcbd 100644
--- a/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_creation/components/details_step/details_step_form.tsx
+++ b/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_creation/components/details_step/details_step_form.tsx
@@ -14,12 +14,11 @@ import { extractErrorMessage } from '@kbn/ml-error-utils';
 import { CreateDataViewForm } from '@kbn/ml-data-view-utils/components/create_data_view_form_row';
 import { DestinationIndexForm } from '@kbn/ml-creation-wizard-utils/components/destination_index_form';
 
-import { useMlKibana } from '../../../../../contexts/kibana';
+import { useMlApiContext, useMlKibana } from '../../../../../contexts/kibana';
 import type { CreateAnalyticsStepProps } from '../../../analytics_management/hooks/use_create_analytics_form';
 import { JOB_ID_MAX_LENGTH } from '../../../../../../../common/constants/validation';
 import { ContinueButton } from '../continue_button';
 import { ANALYTICS_STEPS } from '../../page';
-import { ml } from '../../../../../services/ml_api_service';
 import { useCanCreateDataView } from '../../hooks/use_can_create_data_view';
 import { useDataViewTimeFields } from '../../hooks/use_data_view_time_fields';
 import { AdditionalSection } from './additional_section';
@@ -43,6 +42,7 @@ export const DetailsStepForm: FC<CreateAnalyticsStepProps> = ({
   const {
     services: { docLinks, notifications },
   } = useMlKibana();
+  const ml = useMlApiContext();
 
   const canCreateDataView = useCanCreateDataView();
   const { dataViewAvailableTimeFields, onTimeFieldChanged } = useDataViewTimeFields({
diff --git a/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_creation/components/shared/fetch_explain_data.ts b/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_creation/components/shared/fetch_explain_data.ts
index 95a6381ac3fc4..680415e189354 100644
--- a/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_creation/components/shared/fetch_explain_data.ts
+++ b/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_creation/components/shared/fetch_explain_data.ts
@@ -11,11 +11,11 @@ import type {
   DfAnalyticsExplainResponse,
   FieldSelectionItem,
 } from '@kbn/ml-data-frame-analytics-utils';
-import { ml } from '../../../../../services/ml_api_service';
 import type { State } from '../../../analytics_management/hooks/use_create_analytics_form/state';
 import { getJobConfigFromFormState } from '../../../analytics_management/hooks/use_create_analytics_form/state';
+import type { MlApiServices } from '../../../../../services/ml_api_service';
 
-export const fetchExplainData = async (formState: State['form']) => {
+export const fetchExplainData = async (mlApiServices: MlApiServices, formState: State['form']) => {
   const jobConfig = getJobConfigFromFormState(formState);
   let errorMessage = '';
   let errorReason = '';
@@ -28,9 +28,8 @@ export const fetchExplainData = async (formState: State['form']) => {
     delete jobConfig.dest;
     delete jobConfig.model_memory_limit;
     delete jobConfig.analyzed_fields;
-    const resp: DfAnalyticsExplainResponse = await ml.dataFrameAnalytics.explainDataFrameAnalytics(
-      jobConfig
-    );
+    const resp: DfAnalyticsExplainResponse =
+      await mlApiServices.dataFrameAnalytics.explainDataFrameAnalytics(jobConfig);
     expectedMemory = resp.memory_estimation?.expected_memory_without_disk;
     fieldSelection = resp.field_selection || [];
   } catch (error) {
diff --git a/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_creation/hooks/use_index_data.ts b/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_creation/hooks/use_index_data.ts
index 110307fdb4024..80abafecd83ed 100644
--- a/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_creation/hooks/use_index_data.ts
+++ b/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_creation/hooks/use_index_data.ts
@@ -34,10 +34,9 @@ import {
   INDEX_STATUS,
 } from '@kbn/ml-data-grid';
 
+import { useMlApiContext } from '../../../../contexts/kibana';
 import { DataLoader } from '../../../../datavisualizer/index_based/data_loader';
 
-import { ml } from '../../../../services/ml_api_service';
-
 type IndexSearchResponse = estypes.SearchResponse;
 
 interface MLEuiDataGridColumn extends EuiDataGridColumn {
@@ -82,6 +81,7 @@ export const useIndexData = (
   toastNotifications: CoreSetup['notifications']['toasts'],
   runtimeMappings?: RuntimeMappings
 ): UseIndexDataReturnType => {
+  const ml = useMlApiContext();
   // Fetch 500 random documents to determine populated fields.
   // This is a workaround to avoid passing potentially thousands of unpopulated fields
   // (for example, as part of filebeat/metricbeat/ECS based indices)
@@ -258,7 +258,7 @@ export const useIndexData = (
   ]);
 
   const dataLoader = useMemo(
-    () => new DataLoader(dataView, toastNotifications),
+    () => new DataLoader(dataView, ml),
     // eslint-disable-next-line react-hooks/exhaustive-deps
     [dataView]
   );
diff --git a/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_creation/page.tsx b/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_creation/page.tsx
index c9b345c460030..4890ac59ffbe6 100644
--- a/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_creation/page.tsx
+++ b/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_creation/page.tsx
@@ -21,7 +21,7 @@ import { i18n } from '@kbn/i18n';
 import { FormattedMessage } from '@kbn/i18n-react';
 import type { DataFrameAnalyticsId } from '@kbn/ml-data-frame-analytics-utils';
 import { useDataSource } from '../../../contexts/ml/data_source_context';
-import { ml } from '../../../services/ml_api_service';
+import { useMlApiContext } from '../../../contexts/kibana';
 import { useCreateAnalyticsForm } from '../analytics_management/hooks/use_create_analytics_form';
 import { CreateAnalyticsAdvancedEditor } from './components/create_analytics_advanced_editor';
 import {
@@ -46,6 +46,7 @@ interface Props {
 }
 
 export const Page: FC<Props> = ({ jobId }) => {
+  const ml = useMlApiContext();
   const [currentStep, setCurrentStep] = useState<ANALYTICS_STEPS>(ANALYTICS_STEPS.CONFIGURATION);
   const [activatedSteps, setActivatedSteps] = useState<boolean[]>([
     true,
diff --git a/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_exploration/components/classification_exploration/use_confusion_matrix.ts b/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_exploration/components/classification_exploration/use_confusion_matrix.ts
index 8c638c0617f89..74ca62a874081 100644
--- a/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_exploration/components/classification_exploration/use_confusion_matrix.ts
+++ b/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_exploration/components/classification_exploration/use_confusion_matrix.ts
@@ -16,11 +16,11 @@ import {
   type DataFrameAnalyticsConfig,
 } from '@kbn/ml-data-frame-analytics-utils';
 
-import { newJobCapsServiceAnalytics } from '../../../../../services/new_job_capabilities/new_job_capabilities_service_analytics';
+import { useNewJobCapsServiceAnalytics } from '../../../../../services/new_job_capabilities/new_job_capabilities_service_analytics';
+import { useMlApiContext } from '../../../../../contexts/kibana';
 
 import type { ResultsSearchQuery, ClassificationMetricItem } from '../../../../common/analytics';
 import { isClassificationEvaluateResponse } from '../../../../common/analytics';
-
 import { loadEvalData, loadDocsCount } from '../../../../common';
 
 import { isTrainingFilter } from './is_training_filter';
@@ -60,6 +60,8 @@ export const useConfusionMatrix = (
   jobConfig: DataFrameAnalyticsConfig,
   searchQuery: ResultsSearchQuery
 ) => {
+  const mlApiServices = useMlApiContext();
+  const newJobCapsServiceAnalytics = useNewJobCapsServiceAnalytics();
   const [confusionMatrixData, setConfusionMatrixData] = useState<ConfusionMatrix[]>([]);
   const [overallAccuracy, setOverallAccuracy] = useState<null | number>(null);
   const [avgRecall, setAvgRecall] = useState<null | number>(null);
@@ -87,6 +89,7 @@ export const useConfusionMatrix = (
       }
 
       const evalData = await loadEvalData({
+        mlApiServices,
         isTraining,
         index: jobConfig.dest.index,
         dependentVariable,
@@ -98,6 +101,7 @@ export const useConfusionMatrix = (
       });
 
       const docsCountResp = await loadDocsCount({
+        mlApiServices,
         isTraining,
         searchQuery,
         resultsField,
diff --git a/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_exploration/components/classification_exploration/use_roc_curve.ts b/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_exploration/components/classification_exploration/use_roc_curve.ts
index c411a624bd434..88dd6f20cd75d 100644
--- a/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_exploration/components/classification_exploration/use_roc_curve.ts
+++ b/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_exploration/components/classification_exploration/use_roc_curve.ts
@@ -15,7 +15,8 @@ import {
   type RocCurveItem,
 } from '@kbn/ml-data-frame-analytics-utils';
 
-import { newJobCapsServiceAnalytics } from '../../../../../services/new_job_capabilities/new_job_capabilities_service_analytics';
+import { useNewJobCapsServiceAnalytics } from '../../../../../services/new_job_capabilities/new_job_capabilities_service_analytics';
+import { useMlApiContext } from '../../../../../contexts/kibana';
 
 import type { ResultsSearchQuery } from '../../../../common/analytics';
 import { isClassificationEvaluateResponse } from '../../../../common/analytics';
@@ -39,6 +40,8 @@ export const useRocCurve = (
   searchQuery: ResultsSearchQuery,
   columns: string[]
 ) => {
+  const mlApiServices = useMlApiContext();
+  const newJobCapsServiceAnalytics = useNewJobCapsServiceAnalytics();
   const classificationClasses = columns.filter(
     (d) => d !== ACTUAL_CLASS_ID && d !== OTHER_CLASS_ID
   );
@@ -74,6 +77,7 @@ export const useRocCurve = (
       for (let i = 0; i < classificationClasses.length; i++) {
         const rocCurveClassName = classificationClasses[i];
         const evalData = await loadEvalData({
+          mlApiServices,
           isTraining: isTrainingFilter(searchQuery, resultsField),
           index: jobConfig.dest.index,
           dependentVariable,
diff --git a/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_exploration/components/expandable_section/expandable_section_analytics.tsx b/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_exploration/components/expandable_section/expandable_section_analytics.tsx
index 84ce34eb8d8b7..10e302fad2249 100644
--- a/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_exploration/components/expandable_section/expandable_section_analytics.tsx
+++ b/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_exploration/components/expandable_section/expandable_section_analytics.tsx
@@ -17,13 +17,11 @@ import {
   type DataFrameAnalysisConfigType,
 } from '@kbn/ml-data-frame-analytics-utils';
 
-import { ml } from '../../../../../services/ml_api_service';
-
 import { isGetDataFrameAnalyticsStatsResponseOk } from '../../../analytics_management/services/analytics_service/get_analytics';
 import type { DataFrameAnalyticsListRow } from '../../../analytics_management/components/analytics_list/common';
 import { DATA_FRAME_MODE } from '../../../analytics_management/components/analytics_list/common';
 import { ExpandedRow } from '../../../analytics_management/components/analytics_list/expanded_row';
-
+import { useMlApiContext } from '../../../../../contexts/kibana';
 import type { ExpandableSectionProps } from './expandable_section';
 import { ExpandableSection, HEADER_ITEMS_LOADING } from './expandable_section';
 
@@ -77,6 +75,8 @@ interface ExpandableSectionAnalyticsProps {
 }
 
 export const ExpandableSectionAnalytics: FC<ExpandableSectionAnalyticsProps> = ({ jobId }) => {
+  const ml = useMlApiContext();
+
   const [expandedRowItem, setExpandedRowItem] = useState<DataFrameAnalyticsListRow | undefined>();
 
   const fetchStats = async () => {
diff --git a/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_exploration/components/expandable_section/expandable_section_results.tsx b/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_exploration/components/expandable_section/expandable_section_results.tsx
index 9bbd3996fa3b6..212c0fa6d2cf7 100644
--- a/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_exploration/components/expandable_section/expandable_section_results.tsx
+++ b/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_exploration/components/expandable_section/expandable_section_results.tsx
@@ -40,7 +40,6 @@ import {
 import type * as estypes from '@elastic/elasticsearch/lib/api/typesWithBodyKey';
 import { SEARCH_QUERY_LANGUAGE } from '@kbn/ml-query-utils';
 
-import { getToastNotifications } from '../../../../../util/dependency_cache';
 import type { useColorRange } from '../../../../../components/color_range_legend';
 import { ColorRangeLegend } from '../../../../../components/color_range_legend';
 import { useMlKibana } from '../../../../../contexts/kibana';
@@ -140,6 +139,7 @@ export const ExpandableSectionResults: FC<ExpandableSectionResultsProps> = ({
       share,
       data,
       http: { basePath },
+      notifications: { toasts },
     },
   } = useMlKibana();
 
@@ -394,7 +394,7 @@ export const ExpandableSectionResults: FC<ExpandableSectionResultsProps> = ({
                   }
                   dataTestSubj="mlExplorationDataGrid"
                   renderCellPopover={renderCellPopover}
-                  toastNotifications={getToastNotifications()}
+                  toastNotifications={toasts}
                 />
               )}
           </>
diff --git a/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_exploration/components/exploration_results_table/exploration_results_table.tsx b/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_exploration/components/exploration_results_table/exploration_results_table.tsx
index e92e8f665bc37..c3d41cb4c4307 100644
--- a/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_exploration/components/exploration_results_table/exploration_results_table.tsx
+++ b/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_exploration/components/exploration_results_table/exploration_results_table.tsx
@@ -14,9 +14,6 @@ import type {
   DataFrameTaskStateType,
 } from '@kbn/ml-data-frame-analytics-utils';
 
-import { getToastNotifications } from '../../../../../util/dependency_cache';
-import { useMlKibana } from '../../../../../contexts/kibana';
-
 import type { ResultsSearchQuery } from '../../../../common/analytics';
 
 import { ExpandableSectionResults } from '../expandable_section';
@@ -33,19 +30,7 @@ interface Props {
 
 export const ExplorationResultsTable: FC<Props> = React.memo(
   ({ dataView, jobConfig, needsDestDataView, searchQuery }) => {
-    const {
-      services: {
-        mlServices: { mlApiServices },
-      },
-    } = useMlKibana();
-
-    const classificationData = useExplorationResults(
-      dataView,
-      jobConfig,
-      searchQuery,
-      getToastNotifications(),
-      mlApiServices
-    );
+    const classificationData = useExplorationResults(dataView, jobConfig, searchQuery);
 
     if (jobConfig === undefined || classificationData === undefined) {
       return null;
diff --git a/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_exploration/components/exploration_results_table/use_exploration_results.ts b/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_exploration/components/exploration_results_table/use_exploration_results.ts
index f34d597bf4265..34ad61d02cd3b 100644
--- a/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_exploration/components/exploration_results_table/use_exploration_results.ts
+++ b/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_exploration/components/exploration_results_table/use_exploration_results.ts
@@ -9,7 +9,6 @@ import { useCallback, useEffect, useMemo, useState } from 'react';
 
 import type { EuiDataGridColumn } from '@elastic/eui';
 
-import type { CoreSetup } from '@kbn/core/public';
 import { i18n } from '@kbn/i18n';
 import type { DataView } from '@kbn/data-views-plugin/public';
 import { extractErrorMessage } from '@kbn/ml-error-utils';
@@ -35,7 +34,7 @@ import {
 } from '@kbn/ml-data-grid';
 
 import type * as estypes from '@elastic/elasticsearch/lib/api/typesWithBodyKey';
-import type { MlApiServices } from '../../../../../services/ml_api_service';
+import { useMlApiContext, useMlKibana } from '../../../../../contexts/kibana';
 import { DataLoader } from '../../../../../datavisualizer/index_based/data_loader';
 
 import { getIndexData, getIndexFields } from '../../../../common';
@@ -45,10 +44,14 @@ import { useExplorationDataGrid } from './use_exploration_data_grid';
 export const useExplorationResults = (
   dataView: DataView | undefined,
   jobConfig: DataFrameAnalyticsConfig | undefined,
-  searchQuery: estypes.QueryDslQueryContainer,
-  toastNotifications: CoreSetup['notifications']['toasts'],
-  mlApiServices: MlApiServices
+  searchQuery: estypes.QueryDslQueryContainer
 ): UseIndexDataReturnType => {
+  const {
+    services: {
+      notifications: { toasts },
+    },
+  } = useMlKibana();
+  const ml = useMlApiContext();
   const [baseline, setBaseLine] = useState<FeatureImportanceBaseline | undefined>();
 
   const trainedModelsApiService = useTrainedModelsApiService();
@@ -60,7 +63,7 @@ export const useExplorationResults = (
 
   if (jobConfig !== undefined) {
     const resultsField = jobConfig.dest.results_field!;
-    const { fieldTypes } = getIndexFields(jobConfig, needsDestIndexFields);
+    const { fieldTypes } = getIndexFields(ml, jobConfig, needsDestIndexFields);
     columns.push(
       ...getDataGridSchemasFromFieldTypes(fieldTypes, resultsField).sort((a: any, b: any) =>
         sortExplorationResultsFields(a.id, b.id, jobConfig)
@@ -81,7 +84,7 @@ export const useExplorationResults = (
   // passed on to `getIndexData`.
   useEffect(() => {
     const options = { didCancel: false };
-    getIndexData(jobConfig, dataGrid, searchQuery, options);
+    getIndexData(ml, jobConfig, dataGrid, searchQuery, options);
     return () => {
       options.didCancel = true;
     };
@@ -90,7 +93,7 @@ export const useExplorationResults = (
   }, [jobConfig && jobConfig.id, dataGrid.pagination, searchQuery, dataGrid.sortingColumns]);
 
   const dataLoader = useMemo(
-    () => (dataView !== undefined ? new DataLoader(dataView, toastNotifications) : undefined),
+    () => (dataView !== undefined ? new DataLoader(dataView, ml) : undefined),
     // eslint-disable-next-line react-hooks/exhaustive-deps
     [dataView]
   );
@@ -110,7 +113,7 @@ export const useExplorationResults = (
         dataGrid.setColumnCharts(columnChartsData);
       }
     } catch (e) {
-      showDataGridColumnChartErrorMessageToast(e, toastNotifications);
+      showDataGridColumnChartErrorMessageToast(e, toasts);
     }
   };
 
@@ -158,7 +161,7 @@ export const useExplorationResults = (
     } catch (e) {
       const error = extractErrorMessage(e);
 
-      toastNotifications.addDanger({
+      toasts.addDanger({
         title: i18n.translate(
           'xpack.ml.dataframe.analytics.explorationResults.baselineErrorMessageToast',
           {
@@ -169,7 +172,7 @@ export const useExplorationResults = (
       });
     }
     // eslint-disable-next-line react-hooks/exhaustive-deps
-  }, [mlApiServices, jobConfig]);
+  }, [jobConfig]);
 
   useEffect(() => {
     getAnalyticsBaseline();
diff --git a/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_exploration/components/outlier_exploration/use_outlier_data.ts b/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_exploration/components/outlier_exploration/use_outlier_data.ts
index 38d439067897a..5b9ce4646b9e7 100644
--- a/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_exploration/components/outlier_exploration/use_outlier_data.ts
+++ b/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_exploration/components/outlier_exploration/use_outlier_data.ts
@@ -33,7 +33,7 @@ import {
   COLOR_RANGE,
   COLOR_RANGE_SCALE,
 } from '../../../../../components/color_range_legend';
-import { getToastNotifications } from '../../../../../util/dependency_cache';
+import { useMlApiContext, useMlKibana } from '../../../../../contexts/kibana';
 
 import { getIndexData, getIndexFields } from '../../../../common';
 
@@ -45,6 +45,12 @@ export const useOutlierData = (
   jobConfig: DataFrameAnalyticsConfig | undefined,
   searchQuery: estypes.QueryDslQueryContainer
 ): UseIndexDataReturnType => {
+  const {
+    services: {
+      notifications: { toasts },
+    },
+  } = useMlKibana();
+  const ml = useMlApiContext();
   const needsDestIndexFields =
     dataView !== undefined && dataView.title === jobConfig?.source.index[0];
 
@@ -53,7 +59,7 @@ export const useOutlierData = (
 
     if (jobConfig !== undefined && dataView !== undefined) {
       const resultsField = jobConfig.dest.results_field;
-      const { fieldTypes } = getIndexFields(jobConfig, needsDestIndexFields);
+      const { fieldTypes } = getIndexFields(ml, jobConfig, needsDestIndexFields);
       newColumns.push(
         ...getDataGridSchemasFromFieldTypes(fieldTypes, resultsField!).sort((a: any, b: any) =>
           sortExplorationResultsFields(a.id, b.id, jobConfig)
@@ -86,7 +92,7 @@ export const useOutlierData = (
   // passed on to `getIndexData`.
   useEffect(() => {
     const options = { didCancel: false };
-    getIndexData(jobConfig, dataGrid, searchQuery, options);
+    getIndexData(ml, jobConfig, dataGrid, searchQuery, options);
     return () => {
       options.didCancel = true;
     };
@@ -95,7 +101,9 @@ export const useOutlierData = (
   }, [jobConfig && jobConfig.id, dataGrid.pagination, searchQuery, dataGrid.sortingColumns]);
 
   const dataLoader = useMemo(
-    () => (dataView !== undefined ? new DataLoader(dataView, getToastNotifications()) : undefined),
+    () => (dataView !== undefined ? new DataLoader(dataView, ml) : undefined),
+    // skip ml API services from deps check
+    // eslint-disable-next-line react-hooks/exhaustive-deps
     [dataView]
   );
 
@@ -114,7 +122,7 @@ export const useOutlierData = (
         dataGrid.setColumnCharts(columnChartsData);
       }
     } catch (e) {
-      showDataGridColumnChartErrorMessageToast(e, getToastNotifications());
+      showDataGridColumnChartErrorMessageToast(e, toasts);
     }
   };
 
diff --git a/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_exploration/components/regression_exploration/evaluate_panel.tsx b/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_exploration/components/regression_exploration/evaluate_panel.tsx
index 958714e9b98bd..398e0ecb61505 100644
--- a/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_exploration/components/regression_exploration/evaluate_panel.tsx
+++ b/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_exploration/components/regression_exploration/evaluate_panel.tsx
@@ -28,7 +28,7 @@ import {
 } from '@kbn/ml-data-frame-analytics-utils';
 
 import type * as estypes from '@elastic/elasticsearch/lib/api/typesWithBodyKey';
-import { useMlKibana } from '../../../../../contexts/kibana';
+import { useMlApiContext, useMlKibana } from '../../../../../contexts/kibana';
 
 import type { Eval } from '../../../../common';
 import { getValuesFromResponse, loadEvalData, loadDocsCount } from '../../../../common';
@@ -65,6 +65,7 @@ export const EvaluatePanel: FC<Props> = ({ jobConfig, jobStatus, searchQuery })
   const {
     services: { docLinks },
   } = useMlKibana();
+  const mlApiServices = useMlApiContext();
   const docLink = docLinks.links.ml.regressionEvaluation;
   const [trainingEval, setTrainingEval] = useState<Eval>(defaultEval);
   const [generalizationEval, setGeneralizationEval] = useState<Eval>(defaultEval);
@@ -84,6 +85,7 @@ export const EvaluatePanel: FC<Props> = ({ jobConfig, jobStatus, searchQuery })
     setIsLoadingGeneralization(true);
 
     const genErrorEval = await loadEvalData({
+      mlApiServices,
       isTraining: false,
       index,
       dependentVariable,
@@ -122,6 +124,7 @@ export const EvaluatePanel: FC<Props> = ({ jobConfig, jobStatus, searchQuery })
     setIsLoadingTraining(true);
 
     const trainingErrorEval = await loadEvalData({
+      mlApiServices,
       isTraining: true,
       index,
       dependentVariable,
@@ -159,6 +162,7 @@ export const EvaluatePanel: FC<Props> = ({ jobConfig, jobStatus, searchQuery })
   const loadData = async () => {
     loadGeneralizationData(false);
     const genDocsCountResp = await loadDocsCount({
+      mlApiServices,
       ignoreDefaultQuery: false,
       isTraining: false,
       searchQuery,
@@ -173,6 +177,7 @@ export const EvaluatePanel: FC<Props> = ({ jobConfig, jobStatus, searchQuery })
 
     loadTrainingData(false);
     const trainDocsCountResp = await loadDocsCount({
+      mlApiServices,
       ignoreDefaultQuery: false,
       isTraining: true,
       searchQuery,
diff --git a/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_management/components/action_delete/delete_action_name.test.tsx b/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_management/components/action_delete/delete_action_name.test.tsx
index 03364165095d2..2ae6a2ae1b265 100644
--- a/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_management/components/action_delete/delete_action_name.test.tsx
+++ b/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_management/components/action_delete/delete_action_name.test.tsx
@@ -21,11 +21,8 @@ jest.mock('../../../../../capabilities/check_capabilities', () => ({
   createPermissionFailureMessage: jest.fn(),
 }));
 
-jest.mock('../../../../../util/dependency_cache', () => ({
-  getToastNotifications: () => ({ addSuccess: jest.fn(), addDanger: jest.fn() }),
-}));
-
 jest.mock('../../../../../contexts/kibana', () => ({
+  useMlApiContext: jest.fn(),
   useMlKibana: () => ({
     services: { ...mockCoreServices.createStart(), data: { data_view: { find: jest.fn() } } },
   }),
diff --git a/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_management/components/action_delete/use_delete_action.tsx b/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_management/components/action_delete/use_delete_action.tsx
index 3357febd9398f..01a89135c9c34 100644
--- a/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_management/components/action_delete/use_delete_action.tsx
+++ b/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_management/components/action_delete/use_delete_action.tsx
@@ -14,9 +14,9 @@ import { useMlKibana } from '../../../../../contexts/kibana';
 import { useToastNotificationService } from '../../../../../services/toast_notification_service';
 
 import {
-  deleteAnalytics,
-  deleteAnalyticsAndDestIndex,
-  canDeleteIndex,
+  useDeleteAnalytics,
+  useDeleteAnalyticsAndDestIndex,
+  useCanDeleteIndex,
 } from '../../services/analytics_service';
 
 import type {
@@ -56,6 +56,9 @@ export const useDeleteAction = (canDeleteDataFrameAnalytics: boolean) => {
   const indexName = getDestinationIndex(item?.config);
 
   const toastNotificationService = useToastNotificationService();
+  const deleteAnalytics = useDeleteAnalytics();
+  const deleteAnalyticsAndDestIndex = useDeleteAnalyticsAndDestIndex();
+  const canDeleteIndex = useCanDeleteIndex();
 
   const checkDataViewExists = async () => {
     try {
@@ -83,7 +86,7 @@ export const useDeleteAction = (canDeleteDataFrameAnalytics: boolean) => {
   };
   const checkUserIndexPermission = async () => {
     try {
-      const userCanDelete = await canDeleteIndex(indexName, toastNotificationService);
+      const userCanDelete = await canDeleteIndex(indexName);
       if (userCanDelete) {
         setUserCanDeleteIndex(true);
       }
@@ -133,11 +136,10 @@ export const useDeleteAction = (canDeleteDataFrameAnalytics: boolean) => {
         deleteAnalyticsAndDestIndex(
           item.config,
           deleteTargetIndex,
-          dataViewExists && deleteDataView,
-          toastNotificationService
+          dataViewExists && deleteDataView
         );
       } else {
-        deleteAnalytics(item.config, toastNotificationService);
+        deleteAnalytics(item.config);
       }
     }
   };
diff --git a/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_management/components/action_edit/edit_action_flyout.tsx b/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_management/components/action_edit/edit_action_flyout.tsx
index 90850dd3a9666..cc66cf0c34dbf 100644
--- a/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_management/components/action_edit/edit_action_flyout.tsx
+++ b/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_management/components/action_edit/edit_action_flyout.tsx
@@ -37,7 +37,6 @@ import {
 } from '@kbn/ml-data-frame-analytics-utils';
 
 import { useMlKibana, useMlApiContext } from '../../../../../contexts/kibana';
-import { ml } from '../../../../../services/ml_api_service';
 import { useToastNotificationService } from '../../../../../services/toast_notification_service';
 import type { MemoryInputValidatorResult } from '../../../../../../../common/util/validators';
 import { memoryInputValidator } from '../../../../../../../common/util/validators';
@@ -70,10 +69,10 @@ export const EditActionFlyout: FC<Required<EditAction>> = ({ closeFlyout, item }
   } = useMlKibana();
   const { refresh } = useRefreshAnalyticsList();
 
-  const mlApiServices = useMlApiContext();
+  const ml = useMlApiContext();
   const {
     dataFrameAnalytics: { getDataFrameAnalytics },
-  } = mlApiServices;
+  } = ml;
 
   const toastNotificationService = useToastNotificationService();
 
diff --git a/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_management/components/action_start/use_start_action.tsx b/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_management/components/action_start/use_start_action.tsx
index 78bed8273de5d..dbe12f0e2c287 100644
--- a/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_management/components/action_start/use_start_action.tsx
+++ b/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_management/components/action_start/use_start_action.tsx
@@ -16,8 +16,7 @@ import {
   isDataFrameAnalyticsFailed,
   isDataFrameAnalyticsRunning,
 } from '../analytics_list/common';
-import { startAnalytics } from '../../services/analytics_service';
-import { useToastNotificationService } from '../../../../../services/toast_notification_service';
+import { useStartAnalytics } from '../../services/analytics_service';
 
 import { startActionNameText, StartActionName } from './start_action_name';
 
@@ -27,13 +26,13 @@ export const useStartAction = (canStartStopDataFrameAnalytics: boolean) => {
 
   const [item, setItem] = useState<DataFrameAnalyticsListRow>();
 
-  const toastNotificationService = useToastNotificationService();
+  const startAnalytics = useStartAnalytics();
 
   const closeModal = () => setModalVisible(false);
   const startAndCloseModal = () => {
     if (item !== undefined) {
       setModalVisible(false);
-      startAnalytics(item, toastNotificationService);
+      startAnalytics(item);
     }
   };
 
diff --git a/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_management/components/action_stop/use_stop_action.tsx b/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_management/components/action_stop/use_stop_action.tsx
index e972c85e19f2e..8cc223e8aebe6 100644
--- a/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_management/components/action_stop/use_stop_action.tsx
+++ b/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_management/components/action_stop/use_stop_action.tsx
@@ -12,14 +12,15 @@ import type {
   DataFrameAnalyticsListRow,
 } from '../analytics_list/common';
 import { isDataFrameAnalyticsFailed, isDataFrameAnalyticsRunning } from '../analytics_list/common';
-import { stopAnalytics } from '../../services/analytics_service';
+import { useStopAnalytics } from '../../services/analytics_service';
 
 import { stopActionNameText, StopActionName } from './stop_action_name';
 
 export type StopAction = ReturnType<typeof useStopAction>;
 export const useStopAction = (canStartStopDataFrameAnalytics: boolean) => {
-  const [isModalVisible, setModalVisible] = useState(false);
+  const stopAnalytics = useStopAnalytics();
 
+  const [isModalVisible, setModalVisible] = useState(false);
   const [item, setItem] = useState<DataFrameAnalyticsListRow>();
 
   const closeModal = () => setModalVisible(false);
diff --git a/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_management/components/analytics_list/analytics_list.tsx b/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_management/components/analytics_list/analytics_list.tsx
index 9cf3636604450..8f192f3919e16 100644
--- a/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_management/components/analytics_list/analytics_list.tsx
+++ b/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_management/components/analytics_list/analytics_list.tsx
@@ -30,7 +30,7 @@ import { ML_PAGES } from '../../../../../../../common/constants/locator';
 
 import type { DataFrameAnalyticsListRow, ItemIdToExpandedRowMap } from './common';
 import { DataFrameAnalyticsListColumn } from './common';
-import { getAnalyticsFactory } from '../../services/analytics_service';
+import { useGetAnalytics } from '../../services/analytics_service';
 import { getJobTypeBadge, getTaskStateBadge, useColumns } from './use_columns';
 import { ExpandedRow } from './expanded_row';
 import type { AnalyticStatsBarStats } from '../../../../../components/stats_bar';
@@ -127,7 +127,7 @@ export const DataFrameAnalyticsList: FC<Props> = ({
 
   const disabled = !canCreateDataFrameAnalytics || !canStartStopDataFrameAnalytics;
 
-  const getAnalytics = getAnalyticsFactory(
+  const getAnalytics = useGetAnalytics(
     setAnalytics,
     setAnalyticsStats,
     setErrorMessage,
diff --git a/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_management/components/analytics_list/expanded_row_messages_pane.tsx b/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_management/components/analytics_list/expanded_row_messages_pane.tsx
index 9336959a8f0cc..cdfd3f00ff3dc 100644
--- a/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_management/components/analytics_list/expanded_row_messages_pane.tsx
+++ b/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_management/components/analytics_list/expanded_row_messages_pane.tsx
@@ -10,7 +10,7 @@ import './expanded_row_messages_pane.scss';
 import type { FC } from 'react';
 import React, { useState, useEffect, useCallback } from 'react';
 import { i18n } from '@kbn/i18n';
-import { ml } from '../../../../../services/ml_api_service';
+import { useMlApiContext } from '../../../../../contexts/kibana';
 import { useRefreshAnalyticsList } from '../../../../common';
 import { JobMessages } from '../../../../../components/job_messages';
 import type { JobMessage } from '../../../../../../../common/types/audit_message';
@@ -22,6 +22,7 @@ interface Props {
 }
 
 export const ExpandedRowMessagesPane: FC<Props> = ({ analyticsId, dataTestSubj }) => {
+  const ml = useMlApiContext();
   const [messages, setMessages] = useState<JobMessage[]>([]);
   const [isLoading, setIsLoading] = useState(false);
   const [errorMessage, setErrorMessage] = useState('');
diff --git a/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_management/hooks/use_create_analytics_form/use_create_analytics_form.ts b/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_management/hooks/use_create_analytics_form/use_create_analytics_form.ts
index c6239a139ee7d..f458c11551698 100644
--- a/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_management/hooks/use_create_analytics_form/use_create_analytics_form.ts
+++ b/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_management/hooks/use_create_analytics_form/use_create_analytics_form.ts
@@ -13,9 +13,8 @@ import { extractErrorMessage } from '@kbn/ml-error-utils';
 import { extractErrorProperties } from '@kbn/ml-error-utils';
 import type { DataFrameAnalyticsConfig } from '@kbn/ml-data-frame-analytics-utils';
 
-import { useMlKibana } from '../../../../../contexts/kibana';
+import { useMlApiContext, useMlKibana } from '../../../../../contexts/kibana';
 import type { DeepReadonly } from '../../../../../../../common/types/common';
-import { ml } from '../../../../../services/ml_api_service';
 
 import { useRefreshAnalyticsList } from '../../../../common';
 import { extractCloningConfig, isAdvancedConfig } from '../../components/action_clone';
@@ -50,6 +49,7 @@ export const useCreateAnalyticsForm = (): CreateAnalyticsFormProps => {
       data: { dataViews },
     },
   } = useMlKibana();
+  const ml = useMlApiContext();
   const [state, dispatch] = useReducer(reducer, getInitialState());
   const { refresh } = useRefreshAnalyticsList();
 
diff --git a/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_management/services/analytics_service/delete_analytics.ts b/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_management/services/analytics_service/delete_analytics.ts
index b7eeacb1b8c66..281ebeccabac9 100644
--- a/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_management/services/analytics_service/delete_analytics.ts
+++ b/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_management/services/analytics_service/delete_analytics.ts
@@ -8,143 +8,159 @@
 import { i18n } from '@kbn/i18n';
 import { extractErrorMessage } from '@kbn/ml-error-utils';
 
-import { ml } from '../../../../../services/ml_api_service';
-import type { ToastNotificationService } from '../../../../../services/toast_notification_service';
+import { useMlApiContext } from '../../../../../contexts/kibana';
+import { useToastNotificationService } from '../../../../../services/toast_notification_service';
 import { refreshAnalyticsList$, REFRESH_ANALYTICS_LIST_STATE } from '../../../../common';
 import type { DataFrameAnalyticsListRow } from '../../components/analytics_list/common';
 
-export const deleteAnalytics = async (
-  analyticsConfig: DataFrameAnalyticsListRow['config'],
-  toastNotificationService: ToastNotificationService
-) => {
-  try {
-    await ml.dataFrameAnalytics.deleteDataFrameAnalytics(analyticsConfig.id);
-    toastNotificationService.displaySuccessToast(
-      i18n.translate('xpack.ml.dataframe.analyticsList.deleteAnalyticsSuccessMessage', {
-        defaultMessage: 'Request to delete data frame analytics job {analyticsId} acknowledged.',
-        values: { analyticsId: analyticsConfig.id },
-      })
-    );
-  } catch (e) {
-    toastNotificationService.displayErrorToast(
-      e,
-      i18n.translate('xpack.ml.dataframe.analyticsList.deleteAnalyticsErrorMessage', {
-        defaultMessage: 'An error occurred deleting the data frame analytics job {analyticsId}',
-        values: { analyticsId: analyticsConfig.id },
-      })
-    );
-  }
-  refreshAnalyticsList$.next(REFRESH_ANALYTICS_LIST_STATE.REFRESH);
-};
+export const useDeleteAnalytics = () => {
+  const toastNotificationService = useToastNotificationService();
+  const ml = useMlApiContext();
 
-export const deleteAnalyticsAndDestIndex = async (
-  analyticsConfig: DataFrameAnalyticsListRow['config'],
-  deleteDestIndex: boolean,
-  deleteDestDataView: boolean,
-  toastNotificationService: ToastNotificationService
-) => {
-  const destinationIndex = analyticsConfig.dest.index;
-  try {
-    const status = await ml.dataFrameAnalytics.deleteDataFrameAnalyticsAndDestIndex(
-      analyticsConfig.id,
-      deleteDestIndex,
-      deleteDestDataView
-    );
-    if (status.analyticsJobDeleted?.success) {
+  return async (analyticsConfig: DataFrameAnalyticsListRow['config']) => {
+    try {
+      await ml.dataFrameAnalytics.deleteDataFrameAnalytics(analyticsConfig.id);
       toastNotificationService.displaySuccessToast(
         i18n.translate('xpack.ml.dataframe.analyticsList.deleteAnalyticsSuccessMessage', {
           defaultMessage: 'Request to delete data frame analytics job {analyticsId} acknowledged.',
           values: { analyticsId: analyticsConfig.id },
         })
       );
-    }
-    if (status.analyticsJobDeleted?.error) {
+    } catch (e) {
       toastNotificationService.displayErrorToast(
-        status.analyticsJobDeleted.error,
+        e,
         i18n.translate('xpack.ml.dataframe.analyticsList.deleteAnalyticsErrorMessage', {
           defaultMessage: 'An error occurred deleting the data frame analytics job {analyticsId}',
           values: { analyticsId: analyticsConfig.id },
         })
       );
     }
+    refreshAnalyticsList$.next(REFRESH_ANALYTICS_LIST_STATE.REFRESH);
+  };
+};
 
-    if (status.destIndexDeleted?.success) {
-      toastNotificationService.displaySuccessToast(
-        i18n.translate('xpack.ml.dataframe.analyticsList.deleteAnalyticsWithIndexSuccessMessage', {
-          defaultMessage: 'Request to delete destination index {destinationIndex} acknowledged.',
-          values: { destinationIndex },
-        })
+export const useDeleteAnalyticsAndDestIndex = () => {
+  const toastNotificationService = useToastNotificationService();
+  const ml = useMlApiContext();
+
+  return async (
+    analyticsConfig: DataFrameAnalyticsListRow['config'],
+    deleteDestIndex: boolean,
+    deleteDestDataView: boolean
+  ) => {
+    const destinationIndex = analyticsConfig.dest.index;
+    try {
+      const status = await ml.dataFrameAnalytics.deleteDataFrameAnalyticsAndDestIndex(
+        analyticsConfig.id,
+        deleteDestIndex,
+        deleteDestDataView
       );
-    }
-    if (status.destIndexDeleted?.error) {
+      if (status.analyticsJobDeleted?.success) {
+        toastNotificationService.displaySuccessToast(
+          i18n.translate('xpack.ml.dataframe.analyticsList.deleteAnalyticsSuccessMessage', {
+            defaultMessage:
+              'Request to delete data frame analytics job {analyticsId} acknowledged.',
+            values: { analyticsId: analyticsConfig.id },
+          })
+        );
+      }
+      if (status.analyticsJobDeleted?.error) {
+        toastNotificationService.displayErrorToast(
+          status.analyticsJobDeleted.error,
+          i18n.translate('xpack.ml.dataframe.analyticsList.deleteAnalyticsErrorMessage', {
+            defaultMessage: 'An error occurred deleting the data frame analytics job {analyticsId}',
+            values: { analyticsId: analyticsConfig.id },
+          })
+        );
+      }
+
+      if (status.destIndexDeleted?.success) {
+        toastNotificationService.displaySuccessToast(
+          i18n.translate(
+            'xpack.ml.dataframe.analyticsList.deleteAnalyticsWithIndexSuccessMessage',
+            {
+              defaultMessage:
+                'Request to delete destination index {destinationIndex} acknowledged.',
+              values: { destinationIndex },
+            }
+          )
+        );
+      }
+      if (status.destIndexDeleted?.error) {
+        toastNotificationService.displayErrorToast(
+          status.destIndexDeleted.error,
+          i18n.translate('xpack.ml.dataframe.analyticsList.deleteAnalyticsWithIndexErrorMessage', {
+            defaultMessage: 'An error occurred deleting destination index {destinationIndex}',
+            values: { destinationIndex },
+          })
+        );
+      }
+
+      if (status.destDataViewDeleted?.success) {
+        toastNotificationService.displaySuccessToast(
+          i18n.translate(
+            'xpack.ml.dataframe.analyticsList.deleteAnalyticsWithDataViewSuccessMessage',
+            {
+              defaultMessage: 'Request to delete data view {destinationIndex} acknowledged.',
+              values: { destinationIndex },
+            }
+          )
+        );
+      }
+      if (status.destDataViewDeleted?.error) {
+        const error = extractErrorMessage(status.destDataViewDeleted.error);
+        toastNotificationService.displayDangerToast(
+          i18n.translate(
+            'xpack.ml.dataframe.analyticsList.deleteAnalyticsWithDataViewErrorMessage',
+            {
+              defaultMessage: 'An error occurred deleting data view {destinationIndex}: {error}',
+              values: { destinationIndex, error },
+            }
+          )
+        );
+      }
+    } catch (e) {
       toastNotificationService.displayErrorToast(
-        status.destIndexDeleted.error,
-        i18n.translate('xpack.ml.dataframe.analyticsList.deleteAnalyticsWithIndexErrorMessage', {
-          defaultMessage: 'An error occurred deleting destination index {destinationIndex}',
-          values: { destinationIndex },
+        e,
+        i18n.translate('xpack.ml.dataframe.analyticsList.deleteAnalyticsErrorMessage', {
+          defaultMessage: 'An error occurred deleting the data frame analytics job {analyticsId}',
+          values: { analyticsId: analyticsConfig.id },
         })
       );
     }
+    refreshAnalyticsList$.next(REFRESH_ANALYTICS_LIST_STATE.REFRESH);
+  };
+};
 
-    if (status.destDataViewDeleted?.success) {
-      toastNotificationService.displaySuccessToast(
-        i18n.translate(
-          'xpack.ml.dataframe.analyticsList.deleteAnalyticsWithDataViewSuccessMessage',
+export const useCanDeleteIndex = () => {
+  const toastNotificationService = useToastNotificationService();
+  const ml = useMlApiContext();
+
+  return async (indexName: string) => {
+    try {
+      const privilege = await ml.hasPrivileges({
+        index: [
           {
-            defaultMessage: 'Request to delete data view {destinationIndex} acknowledged.',
-            values: { destinationIndex },
-          }
-        )
+            names: [indexName], // uses wildcard
+            privileges: ['delete_index'],
+          },
+        ],
+      });
+      if (!privilege) {
+        return false;
+      }
+
+      return (
+        privilege.hasPrivileges === undefined || privilege.hasPrivileges.has_all_requested === true
       );
-    }
-    if (status.destDataViewDeleted?.error) {
-      const error = extractErrorMessage(status.destDataViewDeleted.error);
+    } catch (e) {
+      const error = extractErrorMessage(e);
       toastNotificationService.displayDangerToast(
-        i18n.translate('xpack.ml.dataframe.analyticsList.deleteAnalyticsWithDataViewErrorMessage', {
-          defaultMessage: 'An error occurred deleting data view {destinationIndex}: {error}',
-          values: { destinationIndex, error },
+        i18n.translate('xpack.ml.dataframe.analyticsList.deleteAnalyticsPrivilegeErrorMessage', {
+          defaultMessage: 'User does not have permission to delete index {indexName}: {error}',
+          values: { indexName, error },
         })
       );
     }
-  } catch (e) {
-    toastNotificationService.displayErrorToast(
-      e,
-      i18n.translate('xpack.ml.dataframe.analyticsList.deleteAnalyticsErrorMessage', {
-        defaultMessage: 'An error occurred deleting the data frame analytics job {analyticsId}',
-        values: { analyticsId: analyticsConfig.id },
-      })
-    );
-  }
-  refreshAnalyticsList$.next(REFRESH_ANALYTICS_LIST_STATE.REFRESH);
-};
-
-export const canDeleteIndex = async (
-  indexName: string,
-  toastNotificationService: ToastNotificationService
-) => {
-  try {
-    const privilege = await ml.hasPrivileges({
-      index: [
-        {
-          names: [indexName], // uses wildcard
-          privileges: ['delete_index'],
-        },
-      ],
-    });
-    if (!privilege) {
-      return false;
-    }
-
-    return (
-      privilege.hasPrivileges === undefined || privilege.hasPrivileges.has_all_requested === true
-    );
-  } catch (e) {
-    const error = extractErrorMessage(e);
-    toastNotificationService.displayDangerToast(
-      i18n.translate('xpack.ml.dataframe.analyticsList.deleteAnalyticsPrivilegeErrorMessage', {
-        defaultMessage: 'User does not have permission to delete index {indexName}: {error}',
-        values: { indexName, error },
-      })
-    );
-  }
+  };
 };
diff --git a/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_management/services/analytics_service/get_analytics.ts b/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_management/services/analytics_service/get_analytics.ts
index 6f40a026e1355..9a7cccc77aa3f 100644
--- a/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_management/services/analytics_service/get_analytics.ts
+++ b/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_management/services/analytics_service/get_analytics.ts
@@ -11,7 +11,7 @@ import {
   type DataFrameAnalysisConfigType,
   DATA_FRAME_TASK_STATE,
 } from '@kbn/ml-data-frame-analytics-utils';
-import { ml } from '../../../../../services/ml_api_service';
+import { useMlApiContext } from '../../../../../contexts/kibana';
 import type {
   GetDataFrameAnalyticsStatsResponseError,
   GetDataFrameAnalyticsStatsResponseOk,
@@ -106,7 +106,7 @@ export function getAnalyticsJobsStats(
   return resultStats;
 }
 
-export const getAnalyticsFactory = (
+export const useGetAnalytics = (
   setAnalytics: React.Dispatch<React.SetStateAction<DataFrameAnalyticsListRow[]>>,
   setAnalyticsStats: (update: AnalyticStatsBarStats | undefined) => void,
   setErrorMessage: React.Dispatch<
@@ -116,6 +116,8 @@ export const getAnalyticsFactory = (
   setJobsAwaitingNodeCount: React.Dispatch<React.SetStateAction<number>>,
   blockRefresh: boolean
 ): GetAnalytics => {
+  const ml = useMlApiContext();
+
   let concurrentLoads = 0;
 
   const getAnalytics = async (forceRefresh = false) => {
diff --git a/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_management/services/analytics_service/index.ts b/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_management/services/analytics_service/index.ts
index 028378c294840..47b0ab3d576c4 100644
--- a/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_management/services/analytics_service/index.ts
+++ b/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_management/services/analytics_service/index.ts
@@ -5,7 +5,11 @@
  * 2.0.
  */
 
-export { getAnalyticsFactory } from './get_analytics';
-export { deleteAnalytics, deleteAnalyticsAndDestIndex, canDeleteIndex } from './delete_analytics';
-export { startAnalytics } from './start_analytics';
-export { stopAnalytics } from './stop_analytics';
+export { useGetAnalytics } from './get_analytics';
+export {
+  useDeleteAnalytics,
+  useDeleteAnalyticsAndDestIndex,
+  useCanDeleteIndex,
+} from './delete_analytics';
+export { useStartAnalytics } from './start_analytics';
+export { useStopAnalytics } from './stop_analytics';
diff --git a/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_management/services/analytics_service/start_analytics.ts b/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_management/services/analytics_service/start_analytics.ts
index 3d7f46a00c0a2..a5b0dfd32ffa5 100644
--- a/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_management/services/analytics_service/start_analytics.ts
+++ b/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_management/services/analytics_service/start_analytics.ts
@@ -6,32 +6,35 @@
  */
 
 import { i18n } from '@kbn/i18n';
-import { ml } from '../../../../../services/ml_api_service';
-import type { ToastNotificationService } from '../../../../../services/toast_notification_service';
+
+import { useMlApiContext } from '../../../../../contexts/kibana';
+import { useToastNotificationService } from '../../../../../services/toast_notification_service';
 
 import { refreshAnalyticsList$, REFRESH_ANALYTICS_LIST_STATE } from '../../../../common';
 
 import type { DataFrameAnalyticsListRow } from '../../components/analytics_list/common';
 
-export const startAnalytics = async (
-  d: DataFrameAnalyticsListRow,
-  toastNotificationService: ToastNotificationService
-) => {
-  try {
-    await ml.dataFrameAnalytics.startDataFrameAnalytics(d.config.id);
-    toastNotificationService.displaySuccessToast(
-      i18n.translate('xpack.ml.dataframe.analyticsList.startAnalyticsSuccessMessage', {
-        defaultMessage: 'Request to start data frame analytics {analyticsId} acknowledged.',
-        values: { analyticsId: d.config.id },
-      })
-    );
-  } catch (e) {
-    toastNotificationService.displayErrorToast(
-      e,
-      i18n.translate('xpack.ml.dataframe.analyticsList.startAnalyticsErrorTitle', {
-        defaultMessage: 'Error starting job',
-      })
-    );
-  }
-  refreshAnalyticsList$.next(REFRESH_ANALYTICS_LIST_STATE.REFRESH);
+export const useStartAnalytics = () => {
+  const toastNotificationService = useToastNotificationService();
+  const ml = useMlApiContext();
+
+  return async (d: DataFrameAnalyticsListRow) => {
+    try {
+      await ml.dataFrameAnalytics.startDataFrameAnalytics(d.config.id);
+      toastNotificationService.displaySuccessToast(
+        i18n.translate('xpack.ml.dataframe.analyticsList.startAnalyticsSuccessMessage', {
+          defaultMessage: 'Request to start data frame analytics {analyticsId} acknowledged.',
+          values: { analyticsId: d.config.id },
+        })
+      );
+    } catch (e) {
+      toastNotificationService.displayErrorToast(
+        e,
+        i18n.translate('xpack.ml.dataframe.analyticsList.startAnalyticsErrorTitle', {
+          defaultMessage: 'Error starting job',
+        })
+      );
+    }
+    refreshAnalyticsList$.next(REFRESH_ANALYTICS_LIST_STATE.REFRESH);
+  };
 };
diff --git a/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_management/services/analytics_service/stop_analytics.ts b/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_management/services/analytics_service/stop_analytics.ts
index 4058f0dfb7568..af0b746a17332 100644
--- a/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_management/services/analytics_service/stop_analytics.ts
+++ b/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_management/services/analytics_service/stop_analytics.ts
@@ -6,35 +6,41 @@
  */
 
 import { i18n } from '@kbn/i18n';
-import { getToastNotifications } from '../../../../../util/dependency_cache';
-import { ml } from '../../../../../services/ml_api_service';
+
+import { useMlApiContext } from '../../../../../contexts/kibana';
+import { useToastNotificationService } from '../../../../../services/toast_notification_service';
 
 import { refreshAnalyticsList$, REFRESH_ANALYTICS_LIST_STATE } from '../../../../common';
 
 import type { DataFrameAnalyticsListRow } from '../../components/analytics_list/common';
 import { isDataFrameAnalyticsFailed } from '../../components/analytics_list/common';
 
-export const stopAnalytics = async (d: DataFrameAnalyticsListRow) => {
-  const toastNotifications = getToastNotifications();
-  try {
-    await ml.dataFrameAnalytics.stopDataFrameAnalytics(
-      d.config.id,
-      isDataFrameAnalyticsFailed(d.stats.state)
-    );
-    toastNotifications.addSuccess(
-      i18n.translate('xpack.ml.dataframe.analyticsList.stopAnalyticsSuccessMessage', {
-        defaultMessage: 'Request to stop data frame analytics {analyticsId} acknowledged.',
-        values: { analyticsId: d.config.id },
-      })
-    );
-  } catch (e) {
-    toastNotifications.addDanger(
-      i18n.translate('xpack.ml.dataframe.analyticsList.stopAnalyticsErrorMessage', {
-        defaultMessage:
-          'An error occurred stopping the data frame analytics {analyticsId}: {error}',
-        values: { analyticsId: d.config.id, error: JSON.stringify(e) },
-      })
-    );
-  }
-  refreshAnalyticsList$.next(REFRESH_ANALYTICS_LIST_STATE.REFRESH);
+export const useStopAnalytics = () => {
+  const toastNotificationService = useToastNotificationService();
+  const ml = useMlApiContext();
+
+  return async (d: DataFrameAnalyticsListRow) => {
+    try {
+      await ml.dataFrameAnalytics.stopDataFrameAnalytics(
+        d.config.id,
+        isDataFrameAnalyticsFailed(d.stats.state)
+      );
+      toastNotificationService.displaySuccessToast(
+        i18n.translate('xpack.ml.dataframe.analyticsList.stopAnalyticsSuccessMessage', {
+          defaultMessage: 'Request to stop data frame analytics {analyticsId} acknowledged.',
+          values: { analyticsId: d.config.id },
+        })
+      );
+    } catch (e) {
+      toastNotificationService.displayErrorToast(
+        e,
+        i18n.translate('xpack.ml.dataframe.analyticsList.stopAnalyticsErrorMessage', {
+          defaultMessage:
+            'An error occurred stopping the data frame analytics {analyticsId}: {error}',
+          values: { analyticsId: d.config.id, error: JSON.stringify(e) },
+        })
+      );
+    }
+    refreshAnalyticsList$.next(REFRESH_ANALYTICS_LIST_STATE.REFRESH);
+  };
 };
diff --git a/x-pack/plugins/ml/public/application/data_frame_analytics/pages/job_map/use_fetch_analytics_map_data.ts b/x-pack/plugins/ml/public/application/data_frame_analytics/pages/job_map/use_fetch_analytics_map_data.ts
index 701900bd32285..d56cd4b7c638d 100644
--- a/x-pack/plugins/ml/public/application/data_frame_analytics/pages/job_map/use_fetch_analytics_map_data.ts
+++ b/x-pack/plugins/ml/public/application/data_frame_analytics/pages/job_map/use_fetch_analytics_map_data.ts
@@ -14,8 +14,7 @@ import {
   JOB_MAP_NODE_TYPES,
   type AnalyticsMapReturnType,
 } from '@kbn/ml-data-frame-analytics-utils';
-import { ml } from '../../../services/ml_api_service';
-
+import { useMlApiContext } from '../../../contexts/kibana';
 interface GetDataObjectParameter {
   analyticsId?: string;
   id?: string;
@@ -24,6 +23,7 @@ interface GetDataObjectParameter {
 }
 
 export const useFetchAnalyticsMapData = () => {
+  const ml = useMlApiContext();
   const [isLoading, setIsLoading] = useState<boolean>(false);
   const [elements, setElements] = useState<cytoscape.ElementDefinition[]>([]);
   const [error, setError] = useState<any>();
diff --git a/x-pack/plugins/ml/public/application/datavisualizer/file_based/file_datavisualizer.tsx b/x-pack/plugins/ml/public/application/datavisualizer/file_based/file_datavisualizer.tsx
index 168ae4a44656d..bc4d204fda223 100644
--- a/x-pack/plugins/ml/public/application/datavisualizer/file_based/file_datavisualizer.tsx
+++ b/x-pack/plugins/ml/public/application/datavisualizer/file_based/file_datavisualizer.tsx
@@ -17,7 +17,7 @@ import type {
 import { useTimefilter } from '@kbn/ml-date-picker';
 import type { ResultLinks } from '@kbn/data-visualizer-plugin/common/app';
 import { HelpMenu } from '../../components/help_menu';
-import { useMlKibana, useMlLocator } from '../../contexts/kibana';
+import { useMlApiContext, useMlKibana, useMlLocator } from '../../contexts/kibana';
 
 import { ML_PAGES } from '../../../../common/constants/locator';
 import { isFullLicense } from '../../license';
@@ -36,8 +36,9 @@ export const FileDataVisualizerPage: FC = () => {
       },
     },
   } = useMlKibana();
+  const mlApiServices = useMlApiContext();
   const mlLocator = useMlLocator()!;
-  getMlNodeCount();
+  getMlNodeCount(mlApiServices);
 
   const [FileDataVisualizer, setFileDataVisualizer] = useState<FileDataVisualizerSpec | null>(null);
   const [resultLinks, setResultLinks] = useState<ResultLinks | null>(null);
@@ -104,7 +105,7 @@ export const FileDataVisualizerPage: FC = () => {
   useEffect(() => {
     // ML uses this function
     if (dataVisualizer !== undefined) {
-      getMlNodeCount();
+      getMlNodeCount(mlApiServices);
       const { getFileDataVisualizerComponent } = dataVisualizer;
       getFileDataVisualizerComponent().then((resp) => {
         const items = resp();
diff --git a/x-pack/plugins/ml/public/application/datavisualizer/index_based/data_loader/data_loader.ts b/x-pack/plugins/ml/public/application/datavisualizer/index_based/data_loader/data_loader.ts
index da50b4538fa89..3ca5acb5a41bc 100644
--- a/x-pack/plugins/ml/public/application/datavisualizer/index_based/data_loader/data_loader.ts
+++ b/x-pack/plugins/ml/public/application/datavisualizer/index_based/data_loader/data_loader.ts
@@ -5,8 +5,6 @@
  * 2.0.
  */
 
-import type { CoreSetup } from '@kbn/core/public';
-
 import type { DataView } from '@kbn/data-views-plugin/public';
 import { DEFAULT_SAMPLER_SHARD_SIZE } from '@kbn/ml-agg-utils';
 import { OMIT_FIELDS } from '@kbn/ml-anomaly-utils';
@@ -14,23 +12,21 @@ import { type RuntimeMappings } from '@kbn/ml-runtime-field-utils';
 
 import type * as estypes from '@elastic/elasticsearch/lib/api/typesWithBodyKey';
 import type { IndexPatternTitle } from '../../../../../common/types/kibana';
+import type { MlApiServices } from '../../../services/ml_api_service';
 
-import { ml } from '../../../services/ml_api_service';
 import type { FieldHistogramRequestConfig } from '../common/request';
 
 // Maximum number of examples to obtain for text type fields.
 const MAX_EXAMPLES_DEFAULT: number = 10;
 
 export class DataLoader {
-  private _indexPattern: DataView;
   private _runtimeMappings: RuntimeMappings;
   private _indexPatternTitle: IndexPatternTitle = '';
   private _maxExamples: number = MAX_EXAMPLES_DEFAULT;
 
-  constructor(indexPattern: DataView, toastNotifications?: CoreSetup['notifications']['toasts']) {
-    this._indexPattern = indexPattern;
+  constructor(private _indexPattern: DataView, private _mlApiServices: MlApiServices) {
     this._runtimeMappings = this._indexPattern.getComputedFields().runtimeFields as RuntimeMappings;
-    this._indexPatternTitle = indexPattern.title;
+    this._indexPatternTitle = _indexPattern.title;
   }
 
   async loadFieldHistograms(
@@ -39,7 +35,7 @@ export class DataLoader {
     samplerShardSize = DEFAULT_SAMPLER_SHARD_SIZE,
     editorRuntimeMappings?: RuntimeMappings
   ): Promise<any[]> {
-    const stats = await ml.getVisualizerFieldHistograms({
+    const stats = await this._mlApiServices.getVisualizerFieldHistograms({
       indexPattern: this._indexPatternTitle,
       query,
       fields,
diff --git a/x-pack/plugins/ml/public/application/datavisualizer/index_based/index_data_visualizer.tsx b/x-pack/plugins/ml/public/application/datavisualizer/index_based/index_data_visualizer.tsx
index 157aa89522d75..ac980bf21c32c 100644
--- a/x-pack/plugins/ml/public/application/datavisualizer/index_based/index_data_visualizer.tsx
+++ b/x-pack/plugins/ml/public/application/datavisualizer/index_based/index_data_visualizer.tsx
@@ -18,7 +18,7 @@ import type {
 import { useTimefilter } from '@kbn/ml-date-picker';
 import { EuiFlexGroup, EuiFlexItem } from '@elastic/eui';
 import useMountedState from 'react-use/lib/useMountedState';
-import { useMlKibana, useMlLocator } from '../../contexts/kibana';
+import { useMlApiContext, useMlKibana, useMlLocator } from '../../contexts/kibana';
 import { HelpMenu } from '../../components/help_menu';
 import { ML_PAGES } from '../../../../common/constants/locator';
 import { isFullLicense } from '../../license';
@@ -40,10 +40,11 @@ export const IndexDataVisualizerPage: FC<{ esql: boolean }> = ({ esql = false })
       },
     },
   } = useMlKibana();
+  const mlApiServices = useMlApiContext();
   const { showNodeInfo } = useEnabledFeatures();
   const mlLocator = useMlLocator()!;
   const mlFeaturesDisabled = !isFullLicense();
-  getMlNodeCount();
+  getMlNodeCount(mlApiServices);
 
   const [IndexDataVisualizer, setIndexDataVisualizer] = useState<IndexDataVisualizerSpec | null>(
     null
diff --git a/x-pack/plugins/ml/public/application/explorer/actions/job_selection.ts b/x-pack/plugins/ml/public/application/explorer/actions/job_selection.ts
index 60149ef7d4017..2523db6fa8165 100644
--- a/x-pack/plugins/ml/public/application/explorer/actions/job_selection.ts
+++ b/x-pack/plugins/ml/public/application/explorer/actions/job_selection.ts
@@ -9,12 +9,13 @@ import { from } from 'rxjs';
 import { map } from 'rxjs';
 
 import type { MlFieldFormatService } from '../../services/field_format_service';
-import { mlJobService } from '../../services/job_service';
+import type { MlJobService } from '../../services/job_service';
 
 import { EXPLORER_ACTION } from '../explorer_constants';
 import { createJobs } from '../explorer_utils';
 
 export function jobSelectionActionCreator(
+  mlJobService: MlJobService,
   mlFieldFormatService: MlFieldFormatService,
   selectedJobIds: string[]
 ) {
diff --git a/x-pack/plugins/ml/public/application/explorer/actions/load_explorer_data.ts b/x-pack/plugins/ml/public/application/explorer/actions/load_explorer_data.ts
index faa2b009c131d..80f32a3df82fc 100644
--- a/x-pack/plugins/ml/public/application/explorer/actions/load_explorer_data.ts
+++ b/x-pack/plugins/ml/public/application/explorer/actions/load_explorer_data.ts
@@ -18,6 +18,7 @@ import type { TimefilterContract } from '@kbn/data-plugin/public';
 import { useTimefilter } from '@kbn/ml-date-picker';
 import type { InfluencersFilterQuery } from '@kbn/ml-anomaly-utils';
 import type { TimeBucketsInterval, TimeRangeBounds } from '@kbn/ml-time-buckets';
+import type { IUiSettingsClient } from '@kbn/core/public';
 import type { AppStateSelectedCells, ExplorerJob } from '../explorer_utils';
 import {
   getDateFormatTz,
@@ -31,11 +32,13 @@ import {
   loadOverallAnnotations,
 } from '../explorer_utils';
 import type { ExplorerState } from '../reducers';
-import { useMlKibana } from '../../contexts/kibana';
+import { useMlApiContext, useUiSettings } from '../../contexts/kibana';
 import type { MlResultsService } from '../../services/results_service';
 import { mlResultsServiceProvider } from '../../services/results_service';
 import type { AnomalyExplorerChartsService } from '../../services/anomaly_explorer_charts_service';
 import { useAnomalyExplorerContext } from '../anomaly_explorer_context';
+import type { MlApiServices } from '../../services/ml_api_service';
+import { useMlJobService, type MlJobService } from '../../services/job_service';
 
 // Memoize the data fetching methods.
 // wrapWithLastRefreshArg() wraps any given function and preprends a `lastRefresh` argument
@@ -93,6 +96,9 @@ export const isLoadExplorerDataConfig = (arg: any): arg is LoadExplorerDataConfi
  * Fetches the data necessary for the Anomaly Explorer using observables.
  */
 const loadExplorerDataProvider = (
+  uiSettings: IUiSettingsClient,
+  mlApiServices: MlApiServices,
+  mlJobService: MlJobService,
   mlResultsService: MlResultsService,
   anomalyExplorerChartsService: AnomalyExplorerChartsService,
   timefilter: TimefilterContract
@@ -120,14 +126,20 @@ const loadExplorerDataProvider = (
 
     const timerange = getSelectionTimeRange(selectedCells, bounds);
 
-    const dateFormatTz = getDateFormatTz();
+    const dateFormatTz = getDateFormatTz(uiSettings);
 
     // First get the data where we have all necessary args at hand using forkJoin:
     // annotationsData, anomalyChartRecords, influencers, overallState, tableData
     return forkJoin({
-      overallAnnotations: memoizedLoadOverallAnnotations(lastRefresh, selectedJobs, bounds),
+      overallAnnotations: memoizedLoadOverallAnnotations(
+        lastRefresh,
+        mlApiServices,
+        selectedJobs,
+        bounds
+      ),
       annotationsData: memoizedLoadAnnotationsTableData(
         lastRefresh,
+        mlApiServices,
         selectedCells,
         selectedJobs,
         bounds
@@ -155,6 +167,8 @@ const loadExplorerDataProvider = (
           : Promise.resolve({}),
       tableData: memoizedLoadAnomaliesTableData(
         lastRefresh,
+        mlApiServices,
+        mlJobService,
         selectedCells,
         selectedJobs,
         dateFormatTz,
@@ -202,20 +216,23 @@ const loadExplorerDataProvider = (
 };
 
 export const useExplorerData = (): [Partial<ExplorerState> | undefined, (d: any) => void] => {
+  const uiSettings = useUiSettings();
   const timefilter = useTimefilter();
-
-  const {
-    services: {
-      mlServices: { mlApiServices },
-    },
-  } = useMlKibana();
-
+  const mlApiServices = useMlApiContext();
+  const mlJobService = useMlJobService();
   const { anomalyExplorerChartsService } = useAnomalyExplorerContext();
 
   const loadExplorerData = useMemo(() => {
     const mlResultsService = mlResultsServiceProvider(mlApiServices);
 
-    return loadExplorerDataProvider(mlResultsService, anomalyExplorerChartsService, timefilter);
+    return loadExplorerDataProvider(
+      uiSettings,
+      mlApiServices,
+      mlJobService,
+      mlResultsService,
+      anomalyExplorerChartsService,
+      timefilter
+    );
     // eslint-disable-next-line react-hooks/exhaustive-deps
   }, []);
 
diff --git a/x-pack/plugins/ml/public/application/explorer/anomaly_explorer_context.tsx b/x-pack/plugins/ml/public/application/explorer/anomaly_explorer_context.tsx
index dec8d5df57ceb..35b552a95cac8 100644
--- a/x-pack/plugins/ml/public/application/explorer/anomaly_explorer_context.tsx
+++ b/x-pack/plugins/ml/public/application/explorer/anomaly_explorer_context.tsx
@@ -19,6 +19,7 @@ import { AnomalyExplorerChartsService } from '../services/anomaly_explorer_chart
 import { useTableSeverity } from '../components/controls/select_severity';
 import { AnomalyDetectionAlertsStateService } from './alerts';
 import { explorerServiceFactory, type ExplorerService } from './explorer_dashboard_service';
+import { useMlJobService } from '../services/job_service';
 
 export interface AnomalyExplorerContextValue {
   anomalyExplorerChartsService: AnomalyExplorerChartsService;
@@ -65,6 +66,7 @@ export const AnomalyExplorerContextProvider: FC<PropsWithChildren<unknown>> = ({
       data,
     },
   } = useMlKibana();
+  const mlJobService = useMlJobService();
 
   const [, , tableSeverityState] = useTableSeverity();
 
@@ -80,7 +82,7 @@ export const AnomalyExplorerContextProvider: FC<PropsWithChildren<unknown>> = ({
   // updates so using `useEffect` is the right thing to do here to not get errors
   // related to React lifecycle methods.
   useEffect(() => {
-    const explorerService = explorerServiceFactory(mlFieldFormatService);
+    const explorerService = explorerServiceFactory(mlJobService, mlFieldFormatService);
 
     const anomalyTimelineService = new AnomalyTimelineService(
       timefilter,
@@ -93,6 +95,7 @@ export const AnomalyExplorerContextProvider: FC<PropsWithChildren<unknown>> = ({
     );
 
     const anomalyTimelineStateService = new AnomalyTimelineStateService(
+      mlJobService,
       anomalyExplorerUrlStateService,
       anomalyExplorerCommonStateService,
       anomalyTimelineService,
diff --git a/x-pack/plugins/ml/public/application/explorer/anomaly_timeline_state_service.ts b/x-pack/plugins/ml/public/application/explorer/anomaly_timeline_state_service.ts
index 799e4d4ab9b05..371284d0ac047 100644
--- a/x-pack/plugins/ml/public/application/explorer/anomaly_timeline_state_service.ts
+++ b/x-pack/plugins/ml/public/application/explorer/anomaly_timeline_state_service.ts
@@ -38,8 +38,7 @@ import {
   SWIMLANE_TYPE,
   VIEW_BY_JOB_LABEL,
 } from './explorer_constants';
-// FIXME get rid of the static import
-import { mlJobService } from '../services/job_service';
+import type { MlJobService } from '../services/job_service';
 import { getSelectionInfluencers, getSelectionTimeRange } from './explorer_utils';
 import type { Refresh } from '../routing/use_refresh';
 import { StateService } from '../services/state_service';
@@ -107,6 +106,7 @@ export class AnomalyTimelineStateService extends StateService {
   );
 
   constructor(
+    private mlJobService: MlJobService,
     private anomalyExplorerUrlStateService: AnomalyExplorerUrlStateService,
     private anomalyExplorerCommonStateService: AnomalyExplorerCommonStateService,
     private anomalyTimelineService: AnomalyTimelineService,
@@ -482,6 +482,7 @@ export class AnomalyTimelineStateService extends StateService {
     selectedCells: AppStateSelectedCells | undefined | null,
     selectedJobs: ExplorerJob[] | undefined
   ) {
+    const mlJobService = this.mlJobService;
     const selectedJobIds = selectedJobs?.map((d) => d.id) ?? [];
 
     // Unique influencers for the selected job(s).
diff --git a/x-pack/plugins/ml/public/application/explorer/explorer.tsx b/x-pack/plugins/ml/public/application/explorer/explorer.tsx
index 65b862bc548e6..2b6971077a086 100644
--- a/x-pack/plugins/ml/public/application/explorer/explorer.tsx
+++ b/x-pack/plugins/ml/public/application/explorer/explorer.tsx
@@ -380,6 +380,7 @@ export const Explorer: FC<ExplorerUIProps> = ({
     services: {
       charts: chartsService,
       data: { dataViews: dataViewsService },
+      uiSettings,
     },
   } = useMlKibana();
   const { euiTheme } = useEuiTheme();
@@ -442,7 +443,7 @@ export const Explorer: FC<ExplorerUIProps> = ({
     );
 
   const jobSelectorProps = {
-    dateFormatTz: getDateFormatTz(),
+    dateFormatTz: getDateFormatTz(uiSettings),
   } as JobSelectorProps;
 
   const noJobsSelected = !selectedJobs || selectedJobs.length === 0;
diff --git a/x-pack/plugins/ml/public/application/explorer/explorer_charts/__snapshots__/explorer_chart_config_builder.test.js.snap b/x-pack/plugins/ml/public/application/explorer/explorer_charts/__snapshots__/explorer_chart_config_builder.test.js.snap
deleted file mode 100644
index e2e1140f5c5b4..0000000000000
--- a/x-pack/plugins/ml/public/application/explorer/explorer_charts/__snapshots__/explorer_chart_config_builder.test.js.snap
+++ /dev/null
@@ -1,53 +0,0 @@
-// Jest Snapshot v1, https://goo.gl/fbAQLP
-
-exports[`buildConfig get dataConfig for anomaly record 1`] = `
-Object {
-  "bucketSpanSeconds": 900,
-  "datafeedConfig": Object {
-    "chunking_config": Object {
-      "mode": "auto",
-    },
-    "datafeed_id": "datafeed-mock-job-id",
-    "indices": Array [
-      "farequote-2017",
-    ],
-    "job_id": "mock-job-id",
-    "query": Object {
-      "match_all": Object {
-        "boost": 1,
-      },
-    },
-    "query_delay": "86658ms",
-    "scroll_size": 1000,
-    "state": "stopped",
-  },
-  "detectorIndex": 0,
-  "detectorLabel": "mean(responsetime)",
-  "entityFields": Array [
-    Object {
-      "fieldName": "airline",
-      "fieldType": "partition",
-      "fieldValue": "JAL",
-    },
-  ],
-  "fieldName": "responsetime",
-  "functionDescription": "mean",
-  "infoTooltip": Object {
-    "aggregationInterval": "15m",
-    "chartFunction": "avg responsetime",
-    "entityFields": Array [
-      Object {
-        "fieldName": "airline",
-        "fieldValue": "JAL",
-      },
-    ],
-    "jobId": "mock-job-id",
-  },
-  "interval": "15m",
-  "jobId": "mock-job-id",
-  "metricFieldName": "responsetime",
-  "metricFunction": "avg",
-  "summaryCountFieldName": undefined,
-  "timeField": "@timestamp",
-}
-`;
diff --git a/x-pack/plugins/ml/public/application/explorer/explorer_charts/explorer_chart_config_builder.js b/x-pack/plugins/ml/public/application/explorer/explorer_charts/explorer_chart_config_builder.js
deleted file mode 100644
index 5fdfd95040937..0000000000000
--- a/x-pack/plugins/ml/public/application/explorer/explorer_charts/explorer_chart_config_builder.js
+++ /dev/null
@@ -1,74 +0,0 @@
-/*
- * Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one
- * or more contributor license agreements. Licensed under the Elastic License
- * 2.0; you may not use this file except in compliance with the Elastic License
- * 2.0.
- */
-
-/*
- * Builds the configuration object used to plot a chart showing where the anomalies occur in
- * the raw data in the Explorer dashboard.
- */
-
-import { parseInterval } from '../../../../common/util/parse_interval';
-import { getEntityFieldList, ML_JOB_AGGREGATION } from '@kbn/ml-anomaly-utils';
-import { buildConfigFromDetector } from '../../util/chart_config_builder';
-import { mlJobService } from '../../services/job_service';
-import { mlFunctionToESAggregation } from '../../../../common/util/job_utils';
-
-// Builds the chart configuration for the provided anomaly record, returning
-// an object with properties used for the display (series function and field, aggregation interval etc),
-// and properties for the datafeed used for the job (indices, time field etc).
-export function buildConfig(record) {
-  const job = mlJobService.getJob(record.job_id);
-  const detectorIndex = record.detector_index;
-  const config = buildConfigFromDetector(job, detectorIndex);
-
-  // Add extra properties used by the explorer dashboard charts.
-  config.functionDescription = record.function_description;
-  config.bucketSpanSeconds = parseInterval(job.analysis_config.bucket_span).asSeconds();
-
-  config.detectorLabel = record.function;
-  if (
-    mlJobService.detectorsByJob[record.job_id] !== undefined &&
-    detectorIndex < mlJobService.detectorsByJob[record.job_id].length
-  ) {
-    config.detectorLabel =
-      mlJobService.detectorsByJob[record.job_id][detectorIndex].detector_description;
-  } else {
-    if (record.field_name !== undefined) {
-      config.detectorLabel += ` ${config.fieldName}`;
-    }
-  }
-
-  if (record.field_name !== undefined) {
-    config.fieldName = record.field_name;
-    config.metricFieldName = record.field_name;
-  }
-
-  // Add the 'entity_fields' i.e. the partition, by, over fields which
-  // define the metric series to be plotted.
-  config.entityFields = getEntityFieldList(record);
-
-  if (record.function === ML_JOB_AGGREGATION.METRIC) {
-    config.metricFunction = mlFunctionToESAggregation(record.function_description);
-  }
-
-  // Build the tooltip data for the chart info icon, showing further details on what is being plotted.
-  let functionLabel = config.metricFunction;
-  if (config.metricFieldName !== undefined) {
-    functionLabel += ` ${config.metricFieldName}`;
-  }
-
-  config.infoTooltip = {
-    jobId: record.job_id,
-    aggregationInterval: config.interval,
-    chartFunction: functionLabel,
-    entityFields: config.entityFields.map((f) => ({
-      fieldName: f.fieldName,
-      fieldValue: f.fieldValue,
-    })),
-  };
-
-  return config;
-}
diff --git a/x-pack/plugins/ml/public/application/explorer/explorer_charts/explorer_chart_config_builder.test.js b/x-pack/plugins/ml/public/application/explorer/explorer_charts/explorer_chart_config_builder.test.js
deleted file mode 100644
index 9fe35f137d66f..0000000000000
--- a/x-pack/plugins/ml/public/application/explorer/explorer_charts/explorer_chart_config_builder.test.js
+++ /dev/null
@@ -1,28 +0,0 @@
-/*
- * Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one
- * or more contributor license agreements. Licensed under the Elastic License
- * 2.0; you may not use this file except in compliance with the Elastic License
- * 2.0.
- */
-
-import mockAnomalyRecord from './__mocks__/mock_anomaly_record.json';
-import mockDetectorsByJob from './__mocks__/mock_detectors_by_job.json';
-import mockJobConfig from './__mocks__/mock_job_config.json';
-
-jest.mock('../../services/job_service', () => ({
-  mlJobService: {
-    getJob() {
-      return mockJobConfig;
-    },
-    detectorsByJob: mockDetectorsByJob,
-  },
-}));
-
-import { buildConfig } from './explorer_chart_config_builder';
-
-describe('buildConfig', () => {
-  test('get dataConfig for anomaly record', () => {
-    const dataConfig = buildConfig(mockAnomalyRecord);
-    expect(dataConfig).toMatchSnapshot();
-  });
-});
diff --git a/x-pack/plugins/ml/public/application/explorer/explorer_charts/explorer_charts_container.js b/x-pack/plugins/ml/public/application/explorer/explorer_charts/explorer_charts_container.js
index 702aeed891ebc..c2ce5450bd7ba 100644
--- a/x-pack/plugins/ml/public/application/explorer/explorer_charts/explorer_charts_container.js
+++ b/x-pack/plugins/ml/public/application/explorer/explorer_charts/explorer_charts_container.js
@@ -95,7 +95,6 @@ function ExplorerChartContainer({
   timefilter,
   timeRange,
   onSelectEntity,
-  recentlyAccessed,
   tooManyBucketsCalloutMsg,
   showSelectedInterval,
   chartsService,
@@ -105,6 +104,7 @@ function ExplorerChartContainer({
 
   const {
     services: {
+      chrome: { recentlyAccessed },
       share,
       application: { navigateToApp },
     },
@@ -389,11 +389,7 @@ export const ExplorerChartsContainerUI = ({
   chartsService,
 }) => {
   const {
-    services: {
-      chrome: { recentlyAccessed },
-      embeddable: embeddablePlugin,
-      maps: mapsPlugin,
-    },
+    services: { embeddable: embeddablePlugin, maps: mapsPlugin },
   } = kibana;
 
   let seriesToPlotFiltered;
@@ -452,7 +448,6 @@ export const ExplorerChartsContainerUI = ({
                   timefilter={timefilter}
                   timeRange={timeRange}
                   onSelectEntity={onSelectEntity}
-                  recentlyAccessed={recentlyAccessed}
                   tooManyBucketsCalloutMsg={tooManyBucketsCalloutMsg}
                   showSelectedInterval={showSelectedInterval}
                   chartsService={chartsService}
diff --git a/x-pack/plugins/ml/public/application/explorer/explorer_charts/explorer_charts_container.test.js b/x-pack/plugins/ml/public/application/explorer/explorer_charts/explorer_charts_container.test.js
index 38f8eca99ae68..dbbb00ac85fb7 100644
--- a/x-pack/plugins/ml/public/application/explorer/explorer_charts/explorer_charts_container.test.js
+++ b/x-pack/plugins/ml/public/application/explorer/explorer_charts/explorer_charts_container.test.js
@@ -21,16 +21,11 @@ import { kibanaContextMock } from '../../contexts/kibana/__mocks__/kibana_contex
 import { timeBucketsMock } from '../../util/__mocks__/time_buckets';
 import { timefilterMock } from '../../contexts/kibana/__mocks__/use_timefilter';
 
-jest.mock('../../services/job_service', () => ({
-  mlJobService: {
-    getJob: jest.fn(),
-  },
-}));
-
 jest.mock('../../contexts/kibana', () => ({
   useMlKibana: () => {
     return {
       services: {
+        chrome: { recentlyAccessed: { add: jest.fn() } },
         share: {
           url: {
             locators: {
diff --git a/x-pack/plugins/ml/public/application/explorer/explorer_dashboard_service.ts b/x-pack/plugins/ml/public/application/explorer/explorer_dashboard_service.ts
index 1bcef70b54c25..1cf723f5145d6 100644
--- a/x-pack/plugins/ml/public/application/explorer/explorer_dashboard_service.ts
+++ b/x-pack/plugins/ml/public/application/explorer/explorer_dashboard_service.ts
@@ -20,6 +20,7 @@ import { EXPLORER_ACTION } from './explorer_constants';
 import type { ExplorerState } from './reducers';
 import { explorerReducer, getExplorerDefaultState } from './reducers';
 import type { MlFieldFormatService } from '../services/field_format_service';
+import type { MlJobService } from '../services/job_service';
 
 type ExplorerAction = Action | Observable<ActionPayload>;
 export const explorerAction$ = new Subject<ExplorerAction>();
@@ -52,7 +53,10 @@ const setExplorerDataActionCreator = (payload: DeepPartial<ExplorerState>) => ({
 });
 
 // Export observable state and action dispatchers as service
-export const explorerServiceFactory = (mlFieldFormatService: MlFieldFormatService) => ({
+export const explorerServiceFactory = (
+  mlJobService: MlJobService,
+  mlFieldFormatService: MlFieldFormatService
+) => ({
   state$: explorerState$,
   clearExplorerData: () => {
     explorerAction$.next({ type: EXPLORER_ACTION.CLEAR_EXPLORER_DATA });
@@ -64,7 +68,9 @@ export const explorerServiceFactory = (mlFieldFormatService: MlFieldFormatServic
     explorerAction$.next({ type: EXPLORER_ACTION.CLEAR_JOBS });
   },
   updateJobSelection: (selectedJobIds: string[]) => {
-    explorerAction$.next(jobSelectionActionCreator(mlFieldFormatService, selectedJobIds));
+    explorerAction$.next(
+      jobSelectionActionCreator(mlJobService, mlFieldFormatService, selectedJobIds)
+    );
   },
   setExplorerData: (payload: DeepPartial<ExplorerState>) => {
     explorerAction$.next(setExplorerDataActionCreator(payload));
diff --git a/x-pack/plugins/ml/public/application/explorer/explorer_utils.ts b/x-pack/plugins/ml/public/application/explorer/explorer_utils.ts
index 4f8ee3556c872..fbfad277ff45f 100644
--- a/x-pack/plugins/ml/public/application/explorer/explorer_utils.ts
+++ b/x-pack/plugins/ml/public/application/explorer/explorer_utils.ts
@@ -24,9 +24,10 @@ import {
   type MlRecordForInfluencer,
   ML_JOB_AGGREGATION,
 } from '@kbn/ml-anomaly-utils';
-
 import type { InfluencersFilterQuery } from '@kbn/ml-anomaly-utils';
 import type { TimeRangeBounds } from '@kbn/ml-time-buckets';
+import type { IUiSettingsClient } from '@kbn/core/public';
+
 import {
   ANNOTATIONS_TABLE_DEFAULT_QUERY_SIZE,
   ANOMALIES_TABLE_DEFAULT_QUERY_SIZE,
@@ -39,9 +40,7 @@ import {
   isTimeSeriesViewJob,
 } from '../../../common/util/job_utils';
 import { parseInterval } from '../../../common/util/parse_interval';
-import { ml } from '../services/ml_api_service';
-import { mlJobService } from '../services/job_service';
-import { getUiSettings } from '../util/dependency_cache';
+import type { MlJobService } from '../services/job_service';
 
 import type { SwimlaneType } from './explorer_constants';
 import {
@@ -53,6 +52,7 @@ import {
 import type { CombinedJob } from '../../../common/types/anomaly_detection_jobs';
 import type { MlResultsService } from '../services/results_service';
 import type { Annotations, AnnotationsTable } from '../../../common/types/annotations';
+import type { MlApiServices } from '../services/ml_api_service';
 
 export interface ExplorerJob {
   id: string;
@@ -239,7 +239,7 @@ export async function loadFilteredTopInfluencers(
   )) as any[];
 }
 
-export function getInfluencers(selectedJobs: any[]): string[] {
+export function getInfluencers(mlJobService: MlJobService, selectedJobs: any[]): string[] {
   const influencers: string[] = [];
   selectedJobs.forEach((selectedJob) => {
     const job = mlJobService.getJob(selectedJob.id);
@@ -250,15 +250,14 @@ export function getInfluencers(selectedJobs: any[]): string[] {
   return influencers;
 }
 
-export function getDateFormatTz(): string {
-  const uiSettings = getUiSettings();
+export function getDateFormatTz(uiSettings: IUiSettingsClient): string {
   // Pass the timezone to the server for use when aggregating anomalies (by day / hour) for the table.
   const tzConfig = uiSettings.get('dateFormat:tz');
   const dateFormatTz = tzConfig !== 'Browser' ? tzConfig : moment.tz.guess();
   return dateFormatTz;
 }
 
-export function getFieldsByJob() {
+export function getFieldsByJob(mlJobService: MlJobService) {
   return mlJobService.jobs.reduce(
     (reducedFieldsByJob, job) => {
       // Add the list of distinct by, over, partition and influencer fields for each job.
@@ -353,6 +352,7 @@ export function getSelectionJobIds(
 }
 
 export function loadOverallAnnotations(
+  mlApiServices: MlApiServices,
   selectedJobs: ExplorerJob[],
   bounds: TimeRangeBounds
 ): Promise<AnnotationsTable> {
@@ -361,7 +361,7 @@ export function loadOverallAnnotations(
 
   return new Promise((resolve) => {
     lastValueFrom(
-      ml.annotations.getAnnotations$({
+      mlApiServices.annotations.getAnnotations$({
         jobIds,
         earliestMs: timeRange.earliestMs,
         latestMs: timeRange.latestMs,
@@ -407,6 +407,7 @@ export function loadOverallAnnotations(
 }
 
 export function loadAnnotationsTableData(
+  mlApiServices: MlApiServices,
   selectedCells: AppStateSelectedCells | undefined | null,
   selectedJobs: ExplorerJob[],
   bounds: Required<TimeRangeBounds>
@@ -416,7 +417,7 @@ export function loadAnnotationsTableData(
 
   return new Promise((resolve) => {
     lastValueFrom(
-      ml.annotations.getAnnotations$({
+      mlApiServices.annotations.getAnnotations$({
         jobIds,
         earliestMs: timeRange.earliestMs,
         latestMs: timeRange.latestMs,
@@ -465,6 +466,8 @@ export function loadAnnotationsTableData(
 }
 
 export async function loadAnomaliesTableData(
+  mlApiServices: MlApiServices,
+  mlJobService: MlJobService,
   selectedCells: AppStateSelectedCells | undefined | null,
   selectedJobs: ExplorerJob[],
   dateFormatTz: string,
@@ -479,7 +482,7 @@ export async function loadAnomaliesTableData(
   const timeRange = getSelectionTimeRange(selectedCells, bounds);
 
   return new Promise((resolve, reject) => {
-    ml.results
+    mlApiServices.results
       .getAnomaliesTableData(
         jobIds,
         [],
diff --git a/x-pack/plugins/ml/public/application/explorer/reducers/explorer_reducer/get_index_pattern.ts b/x-pack/plugins/ml/public/application/explorer/reducers/explorer_reducer/get_index_pattern.ts
index 7bc74698db2cd..ca360a9c4cb69 100644
--- a/x-pack/plugins/ml/public/application/explorer/reducers/explorer_reducer/get_index_pattern.ts
+++ b/x-pack/plugins/ml/public/application/explorer/reducers/explorer_reducer/get_index_pattern.ts
@@ -7,15 +7,12 @@
 
 import { ML_RESULTS_INDEX_PATTERN } from '../../../../../common/constants/index_patterns';
 
-import type { ExplorerJob } from '../../explorer_utils';
-import { getInfluencers } from '../../explorer_utils';
-
 // Creates index pattern in the format expected by the kuery bar/kuery autocomplete provider
 // Field objects required fields: name, type, aggregatable, searchable
-export function getIndexPattern(selectedJobs: ExplorerJob[]) {
+export function getIndexPattern(influencers: string[]) {
   return {
     title: ML_RESULTS_INDEX_PATTERN,
-    fields: getInfluencers(selectedJobs).map((influencer) => ({
+    fields: influencers.map((influencer) => ({
       name: influencer,
       type: 'string',
       aggregatable: true,
diff --git a/x-pack/plugins/ml/public/application/explorer/reducers/explorer_reducer/job_selection_change.ts b/x-pack/plugins/ml/public/application/explorer/reducers/explorer_reducer/job_selection_change.ts
index dbf5dc2c8a8be..da657c3f18bc7 100644
--- a/x-pack/plugins/ml/public/application/explorer/reducers/explorer_reducer/job_selection_change.ts
+++ b/x-pack/plugins/ml/public/application/explorer/reducers/explorer_reducer/job_selection_change.ts
@@ -6,16 +6,15 @@
  */
 
 import type { ActionPayload } from '../../explorer_dashboard_service';
-import { getInfluencers } from '../../explorer_utils';
 
 import { getIndexPattern } from './get_index_pattern';
 import type { ExplorerState } from './state';
 
 export const jobSelectionChange = (state: ExplorerState, payload: ActionPayload): ExplorerState => {
-  const { selectedJobs } = payload;
+  const { selectedJobs, noInfluencersConfigured } = payload;
   const stateUpdate: ExplorerState = {
     ...state,
-    noInfluencersConfigured: getInfluencers(selectedJobs).length === 0,
+    noInfluencersConfigured,
     selectedJobs,
   };
 
diff --git a/x-pack/plugins/ml/public/application/jobs/jobs_list/components/confirm_modals/close_jobs_confirm_modal.tsx b/x-pack/plugins/ml/public/application/jobs/jobs_list/components/confirm_modals/close_jobs_confirm_modal.tsx
index 499ef14ecca36..605ebc0a412ea 100644
--- a/x-pack/plugins/ml/public/application/jobs/jobs_list/components/confirm_modals/close_jobs_confirm_modal.tsx
+++ b/x-pack/plugins/ml/public/application/jobs/jobs_list/components/confirm_modals/close_jobs_confirm_modal.tsx
@@ -19,8 +19,10 @@ import {
   EuiButton,
 } from '@elastic/eui';
 import { i18n } from '@kbn/i18n';
+import { useMlKibana } from '../../../../contexts/kibana';
 import type { MlSummaryJob } from '../../../../../../common/types/anomaly_detection_jobs';
 import { isManagedJob } from '../../../jobs_utils';
+import { useMlJobService } from '../../../../services/job_service';
 import { closeJobs } from '../utils';
 import { ManagedJobsWarningCallout } from './managed_jobs_warning_callout';
 
@@ -37,6 +39,12 @@ export const CloseJobsConfirmModal: FC<Props> = ({
   unsetShowFunction,
   refreshJobs,
 }) => {
+  const {
+    services: {
+      notifications: { toasts },
+    },
+  } = useMlKibana();
+  const mlJobService = useMlJobService();
   const [modalVisible, setModalVisible] = useState(false);
   const [hasManagedJob, setHasManaged] = useState(true);
   const [jobsToReset, setJobsToReset] = useState<MlSummaryJob[]>([]);
@@ -113,7 +121,7 @@ export const CloseJobsConfirmModal: FC<Props> = ({
 
             <EuiButton
               onClick={() => {
-                closeJobs(jobsToReset, refreshJobs);
+                closeJobs(toasts, mlJobService, jobsToReset, refreshJobs);
                 closeModal();
               }}
               fill
diff --git a/x-pack/plugins/ml/public/application/jobs/jobs_list/components/confirm_modals/stop_datafeeds_confirm_modal.tsx b/x-pack/plugins/ml/public/application/jobs/jobs_list/components/confirm_modals/stop_datafeeds_confirm_modal.tsx
index 355e186291508..265e0c58986aa 100644
--- a/x-pack/plugins/ml/public/application/jobs/jobs_list/components/confirm_modals/stop_datafeeds_confirm_modal.tsx
+++ b/x-pack/plugins/ml/public/application/jobs/jobs_list/components/confirm_modals/stop_datafeeds_confirm_modal.tsx
@@ -19,8 +19,10 @@ import {
   EuiButton,
 } from '@elastic/eui';
 import { i18n } from '@kbn/i18n';
+import { useMlKibana } from '../../../../contexts/kibana';
 import type { MlSummaryJob } from '../../../../../../common/types/anomaly_detection_jobs';
 import { isManagedJob } from '../../../jobs_utils';
+import { useMlJobService } from '../../../../services/job_service';
 import { stopDatafeeds } from '../utils';
 import { ManagedJobsWarningCallout } from './managed_jobs_warning_callout';
 
@@ -38,6 +40,12 @@ export const StopDatafeedsConfirmModal: FC<Props> = ({
   unsetShowFunction,
   refreshJobs,
 }) => {
+  const {
+    services: {
+      notifications: { toasts },
+    },
+  } = useMlKibana();
+  const mlJobService = useMlJobService();
   const [modalVisible, setModalVisible] = useState(false);
   const [hasManagedJob, setHasManaged] = useState(true);
   const [jobsToStop, setJobsToStop] = useState<MlSummaryJob[]>([]);
@@ -114,7 +122,7 @@ export const StopDatafeedsConfirmModal: FC<Props> = ({
 
             <EuiButton
               onClick={() => {
-                stopDatafeeds(jobsToStop, refreshJobs);
+                stopDatafeeds(toasts, mlJobService, jobsToStop, refreshJobs);
                 closeModal();
               }}
               fill
diff --git a/x-pack/plugins/ml/public/application/jobs/jobs_list/components/datafeed_chart_flyout/datafeed_chart_flyout.tsx b/x-pack/plugins/ml/public/application/jobs/jobs_list/components/datafeed_chart_flyout/datafeed_chart_flyout.tsx
index 93ad352c6b2d9..510149ada47e6 100644
--- a/x-pack/plugins/ml/public/application/jobs/jobs_list/components/datafeed_chart_flyout/datafeed_chart_flyout.tsx
+++ b/x-pack/plugins/ml/public/application/jobs/jobs_list/components/datafeed_chart_flyout/datafeed_chart_flyout.tsx
@@ -110,6 +110,7 @@ export const DatafeedChartFlyout: FC<DatafeedChartFlyoutProps> = ({
   onClose,
   onModelSnapshotAnnotationClick,
 }) => {
+  const mlApiServices = useMlApiContext();
   const [data, setData] = useState<{
     datafeedConfig: CombinedJobWithStats['datafeed_config'] | undefined;
     bucketSpan: string | undefined;
@@ -212,7 +213,7 @@ export const DatafeedChartFlyout: FC<DatafeedChartFlyoutProps> = ({
 
   const getJobAndSnapshotData = useCallback(async () => {
     try {
-      const job: CombinedJobWithStats = await loadFullJob(jobId);
+      const job: CombinedJobWithStats = await loadFullJob(mlApiServices, jobId);
       const modelSnapshotResultsLine: LineAnnotationDatumWithModelSnapshot[] = [];
       const modelSnapshotsResp = await getModelSnapshots(jobId);
       const modelSnapshots = modelSnapshotsResp.model_snapshots ?? [];
@@ -659,6 +660,7 @@ export const JobListDatafeedChartFlyout: FC<JobListDatafeedChartFlyoutProps> = (
   unsetShowFunction,
   refreshJobs,
 }) => {
+  const mlApiServices = useMlApiContext();
   const [isVisible, setIsVisible] = useState(false);
   const [job, setJob] = useState<MlSummaryJob | undefined>();
   const [jobWithStats, setJobWithStats] = useState<CombinedJobWithStats | undefined>();
@@ -675,9 +677,11 @@ export const JobListDatafeedChartFlyout: FC<JobListDatafeedChartFlyoutProps> = (
   const showRevertModelSnapshot = useCallback(async () => {
     // Need to load the full job with stats, as the model snapshot
     // flyout needs the timestamp of the last result.
-    const fullJob: CombinedJobWithStats = await loadFullJob(job!.id);
+    const fullJob: CombinedJobWithStats = await loadFullJob(mlApiServices, job!.id);
     setJobWithStats(fullJob);
     setIsRevertModelSnapshotFlyoutVisible(true);
+    // exclude mlApiServices from deps
+    // eslint-disable-next-line react-hooks/exhaustive-deps
   }, [job]);
 
   useEffect(() => {
diff --git a/x-pack/plugins/ml/public/application/jobs/jobs_list/components/delete_job_modal/delete_job_modal.tsx b/x-pack/plugins/ml/public/application/jobs/jobs_list/components/delete_job_modal/delete_job_modal.tsx
index 1626a8d3ec661..75d3fb270d226 100644
--- a/x-pack/plugins/ml/public/application/jobs/jobs_list/components/delete_job_modal/delete_job_modal.tsx
+++ b/x-pack/plugins/ml/public/application/jobs/jobs_list/components/delete_job_modal/delete_job_modal.tsx
@@ -23,9 +23,11 @@ import {
 } from '@elastic/eui';
 
 import { i18n } from '@kbn/i18n';
+import { useMlKibana } from '../../../../contexts/kibana';
 import { deleteJobs } from '../utils';
 import { BLOCKED_JOBS_REFRESH_INTERVAL_MS } from '../../../../../../common/constants/jobs_list';
 import { DeleteSpaceAwareItemCheckModal } from '../../../../components/delete_space_aware_item_check_modal';
+import { useMlJobService } from '../../../../services/job_service';
 import type { MlSummaryJob } from '../../../../../../common/types/anomaly_detection_jobs';
 import { isManagedJob } from '../../../jobs_utils';
 import { ManagedJobsWarningCallout } from '../confirm_modals/managed_jobs_warning_callout';
@@ -39,6 +41,12 @@ interface Props {
 }
 
 export const DeleteJobModal: FC<Props> = ({ setShowFunction, unsetShowFunction, refreshJobs }) => {
+  const {
+    services: {
+      notifications: { toasts },
+    },
+  } = useMlKibana();
+  const mlJobService = useMlJobService();
   const [deleting, setDeleting] = useState(false);
   const [modalVisible, setModalVisible] = useState(false);
   const [adJobs, setAdJobs] = useState<MlSummaryJob[]>([]);
@@ -83,6 +91,8 @@ export const DeleteJobModal: FC<Props> = ({ setShowFunction, unsetShowFunction,
   const deleteJob = useCallback(() => {
     setDeleting(true);
     deleteJobs(
+      toasts,
+      mlJobService,
       jobIds.map((id) => ({ id })),
       deleteUserAnnotations,
       deleteAlertingRules
@@ -92,6 +102,8 @@ export const DeleteJobModal: FC<Props> = ({ setShowFunction, unsetShowFunction,
       closeModal();
       refreshJobs();
     }, BLOCKED_JOBS_REFRESH_INTERVAL_MS);
+    // exclude mlJobservice from deps
+    // eslint-disable-next-line react-hooks/exhaustive-deps
   }, [jobIds, deleteUserAnnotations, deleteAlertingRules, closeModal, refreshJobs]);
 
   if (modalVisible === false || jobIds.length === 0) {
diff --git a/x-pack/plugins/ml/public/application/jobs/jobs_list/components/edit_job_flyout/edit_job_flyout.js b/x-pack/plugins/ml/public/application/jobs/jobs_list/components/edit_job_flyout/edit_job_flyout.js
index 8c739877b7037..03d8745b20ee1 100644
--- a/x-pack/plugins/ml/public/application/jobs/jobs_list/components/edit_job_flyout/edit_job_flyout.js
+++ b/x-pack/plugins/ml/public/application/jobs/jobs_list/components/edit_job_flyout/edit_job_flyout.js
@@ -10,6 +10,7 @@ import React, { Component } from 'react';
 import { cloneDeep, isEqual, pick } from 'lodash';
 import { i18n } from '@kbn/i18n';
 import { FormattedMessage } from '@kbn/i18n-react';
+import { withKibana } from '@kbn/kibana-react-plugin/public';
 import {
   EuiButton,
   EuiButtonEmpty,
@@ -30,8 +31,6 @@ import { saveJob } from './edit_utils';
 import { loadFullJob } from '../utils';
 import { validateModelMemoryLimit, validateGroupNames } from '../validate_job';
 import { toastNotificationServiceProvider } from '../../../../services/toast_notification_service';
-import { ml } from '../../../../services/ml_api_service';
-import { withKibana } from '@kbn/kibana-react-plugin/public';
 import { XJson } from '@kbn/es-ui-shared-plugin/public';
 import { DATAFEED_STATE, JOB_STATE } from '../../../../../../common/constants/states';
 import { CustomUrlsWrapper, isValidCustomUrls } from '../../../../components/custom_urls';
@@ -43,8 +42,8 @@ const { collapseLiteralStrings } = XJson;
 export class EditJobFlyoutUI extends Component {
   _initialJobFormState = null;
 
-  constructor(props) {
-    super(props);
+  constructor(props, constructorContext) {
+    super(props, constructorContext);
 
     this.state = {
       job: {},
@@ -121,7 +120,7 @@ export class EditJobFlyoutUI extends Component {
 
   showFlyout = (jobLite) => {
     const hasDatafeed = jobLite.hasDatafeed;
-    loadFullJob(jobLite.id)
+    loadFullJob(this.props.kibana.services.mlServices.mlApiServices, jobLite.id)
       .then((job) => {
         this.extractJob(job, hasDatafeed);
         this.setState({
@@ -204,6 +203,8 @@ export class EditJobFlyoutUI extends Component {
       ).message;
     }
 
+    const ml = this.props.kibana.services.mlServices.mlApiServices;
+
     if (jobDetails.jobGroups !== undefined) {
       jobGroupsValidationError = validateGroupNames(jobDetails.jobGroups).message;
       if (jobGroupsValidationError === '') {
@@ -272,10 +273,11 @@ export class EditJobFlyoutUI extends Component {
       customUrls: this.state.jobCustomUrls,
     };
 
+    const mlApiServices = this.props.kibana.services.mlServices.mlApiServices;
     const { toasts } = this.props.kibana.services.notifications;
     const toastNotificationService = toastNotificationServiceProvider(toasts);
 
-    saveJob(this.state.job, newJobData)
+    saveJob(mlApiServices, this.state.job, newJobData)
       .then(() => {
         toasts.addSuccess(
           i18n.translate('xpack.ml.jobsList.editJobFlyout.changesSavedNotificationMessage', {
diff --git a/x-pack/plugins/ml/public/application/jobs/jobs_list/components/edit_job_flyout/edit_utils.js b/x-pack/plugins/ml/public/application/jobs/jobs_list/components/edit_job_flyout/edit_utils.js
index 8870f04f498d0..b3c36304ed381 100644
--- a/x-pack/plugins/ml/public/application/jobs/jobs_list/components/edit_job_flyout/edit_utils.js
+++ b/x-pack/plugins/ml/public/application/jobs/jobs_list/components/edit_job_flyout/edit_utils.js
@@ -8,9 +8,8 @@
 import { difference } from 'lodash';
 import { getNewJobLimits } from '../../../../services/ml_server_info';
 import { processCreatedBy } from '../../../../../../common/util/job_utils';
-import { ml } from '../../../../services/ml_api_service';
 
-export function saveJob(job, newJobData, finish) {
+export function saveJob(mlApiServices, job, newJobData, finish) {
   return new Promise((resolve, reject) => {
     const jobData = {
       ...extractDescription(job, newJobData),
@@ -30,7 +29,7 @@ export function saveJob(job, newJobData, finish) {
     }
 
     const saveDatafeedWrapper = () => {
-      saveDatafeed(datafeedData, job, finish)
+      saveDatafeed(mlApiServices, datafeedData, job, finish)
         .then(() => {
           resolve();
         })
@@ -41,7 +40,8 @@ export function saveJob(job, newJobData, finish) {
 
     // if anything has changed, post the changes
     if (Object.keys(jobData).length) {
-      ml.updateJob({ jobId: job.job_id, job: jobData })
+      mlApiServices
+        .updateJob({ jobId: job.job_id, job: jobData })
         .then(() => {
           saveDatafeedWrapper();
         })
@@ -54,11 +54,12 @@ export function saveJob(job, newJobData, finish) {
   });
 }
 
-function saveDatafeed(datafeedConfig, job) {
+function saveDatafeed(mlApiServices, datafeedConfig, job) {
   return new Promise((resolve, reject) => {
     if (Object.keys(datafeedConfig).length) {
       const datafeedId = job.datafeed_config.datafeed_id;
-      ml.updateDatafeed({ datafeedId, datafeedConfig })
+      mlApiServices
+        .updateDatafeed({ datafeedId, datafeedConfig })
         .then(() => {
           resolve();
         })
diff --git a/x-pack/plugins/ml/public/application/jobs/jobs_list/components/edit_job_flyout/tabs/detectors.js b/x-pack/plugins/ml/public/application/jobs/jobs_list/components/edit_job_flyout/tabs/detectors.js
index 14df6ccb8d8f4..01fe676a4133b 100644
--- a/x-pack/plugins/ml/public/application/jobs/jobs_list/components/edit_job_flyout/tabs/detectors.js
+++ b/x-pack/plugins/ml/public/application/jobs/jobs_list/components/edit_job_flyout/tabs/detectors.js
@@ -7,16 +7,26 @@
 
 import PropTypes from 'prop-types';
 import React, { Component } from 'react';
-import { FormattedMessage } from '@kbn/i18n-react';
 
 import { EuiFieldText, EuiForm, EuiFormRow, EuiSpacer, EuiTitle } from '@elastic/eui';
 
-import { mlJobService } from '../../../../../services/job_service';
+import { FormattedMessage } from '@kbn/i18n-react';
+import { context } from '@kbn/kibana-react-plugin/public';
+
+import { mlJobServiceFactory } from '../../../../../services/job_service';
+import { toastNotificationServiceProvider } from '../../../../../services/toast_notification_service';
 import { detectorToString } from '../../../../../util/string_utils';
 
 export class Detectors extends Component {
-  constructor(props) {
-    super(props);
+  static contextType = context;
+
+  constructor(props, constructorContext) {
+    super(props, constructorContext);
+
+    const mlJobService = mlJobServiceFactory(
+      toastNotificationServiceProvider(constructorContext.services.notifications.toasts),
+      constructorContext.services.mlServices.mlApiServices
+    );
 
     this.detectors = mlJobService.getJobGroups().map((g) => ({ label: g.id }));
 
diff --git a/x-pack/plugins/ml/public/application/jobs/jobs_list/components/edit_job_flyout/tabs/job_details.js b/x-pack/plugins/ml/public/application/jobs/jobs_list/components/edit_job_flyout/tabs/job_details.js
index 9bfa9caa0c875..5cb7b9edd607e 100644
--- a/x-pack/plugins/ml/public/application/jobs/jobs_list/components/edit_job_flyout/tabs/job_details.js
+++ b/x-pack/plugins/ml/public/application/jobs/jobs_list/components/edit_job_flyout/tabs/job_details.js
@@ -17,12 +17,13 @@ import {
   EuiFieldNumber,
 } from '@elastic/eui';
 
-import { ml } from '../../../../../services/ml_api_service';
 import { i18n } from '@kbn/i18n';
 import { FormattedMessage } from '@kbn/i18n-react';
+import { withKibana } from '@kbn/kibana-react-plugin/public';
+
 import { tabColor } from '../../../../../../../common/util/group_color_utils';
 
-export class JobDetails extends Component {
+export class JobDetailsUI extends Component {
   constructor(props) {
     super(props);
 
@@ -41,6 +42,7 @@ export class JobDetails extends Component {
   }
 
   componentDidMount() {
+    const ml = this.props.kibana.services.mlServices.mlApiServices;
     // load groups to populate the select options
     ml.jobs
       .groups()
@@ -259,10 +261,12 @@ export class JobDetails extends Component {
     );
   }
 }
-JobDetails.propTypes = {
+JobDetailsUI.propTypes = {
   datafeedRunning: PropTypes.bool.isRequired,
   jobDescription: PropTypes.string.isRequired,
   jobGroups: PropTypes.array.isRequired,
   jobModelMemoryLimit: PropTypes.string.isRequired,
   setJobDetails: PropTypes.func.isRequired,
 };
+
+export const JobDetails = withKibana(JobDetailsUI);
diff --git a/x-pack/plugins/ml/public/application/jobs/jobs_list/components/job_actions/management.js b/x-pack/plugins/ml/public/application/jobs/jobs_list/components/job_actions/management.js
index 29045ad826bdf..1734182ff3ebc 100644
--- a/x-pack/plugins/ml/public/application/jobs/jobs_list/components/job_actions/management.js
+++ b/x-pack/plugins/ml/public/application/jobs/jobs_list/components/job_actions/management.js
@@ -22,6 +22,10 @@ import { i18n } from '@kbn/i18n';
 import { isManagedJob } from '../../../jobs_utils';
 
 export function actionsMenuContent(
+  toastNotifications,
+  application,
+  mlApiServices,
+  mlJobService,
   showEditJobFlyout,
   showDatafeedChartFlyout,
   showDeleteJobModal,
@@ -73,7 +77,7 @@ export function actionsMenuContent(
         if (isManagedJob(item)) {
           showStopDatafeedsConfirmModal([item]);
         } else {
-          stopDatafeeds([item], refreshJobs);
+          stopDatafeeds(toastNotifications, mlJobService, [item], refreshJobs);
         }
 
         closeMenu(true);
@@ -110,7 +114,7 @@ export function actionsMenuContent(
         if (isManagedJob(item)) {
           showCloseJobsConfirmModal([item]);
         } else {
-          closeJobs([item], refreshJobs);
+          closeJobs(toastNotifications, mlJobService, [item], refreshJobs);
         }
 
         closeMenu(true);
@@ -149,7 +153,7 @@ export function actionsMenuContent(
         return isJobBlocked(item) === false && canCreateJob;
       },
       onClick: (item) => {
-        cloneJob(item.id);
+        cloneJob(toastNotifications, application, mlApiServices, mlJobService, item.id);
         closeMenu(true);
       },
       'data-test-subj': 'mlActionButtonCloneJob',
diff --git a/x-pack/plugins/ml/public/application/jobs/jobs_list/components/job_details/forecasts_table/forecasts_table.js b/x-pack/plugins/ml/public/application/jobs/jobs_list/components/job_details/forecasts_table/forecasts_table.js
index db36d97e0a9bd..6ab1aae6be895 100644
--- a/x-pack/plugins/ml/public/application/jobs/jobs_list/components/job_details/forecasts_table/forecasts_table.js
+++ b/x-pack/plugins/ml/public/application/jobs/jobs_list/components/job_details/forecasts_table/forecasts_table.js
@@ -39,13 +39,15 @@ const MAX_FORECASTS = 500;
  * Table component for rendering the lists of forecasts run on an ML job.
  */
 export class ForecastsTable extends Component {
-  constructor(props) {
-    super(props);
+  constructor(props, constructorContext) {
+    super(props, constructorContext);
     this.state = {
       isLoading: props.job.data_counts.processed_record_count !== 0,
       forecasts: [],
     };
-    this.mlForecastService;
+    this.mlForecastService = forecastServiceFactory(
+      constructorContext.services.mlServices.mlApiServices
+    );
   }
 
   /**
@@ -54,7 +56,6 @@ export class ForecastsTable extends Component {
   static contextType = context;
 
   componentDidMount() {
-    this.mlForecastService = forecastServiceFactory(this.context.services.mlServices.mlApiServices);
     const dataCounts = this.props.job.data_counts;
     if (dataCounts.processed_record_count > 0) {
       // Get the list of all the forecasts with results at or later than the specified 'from' time.
diff --git a/x-pack/plugins/ml/public/application/jobs/jobs_list/components/job_details/job_messages_pane.tsx b/x-pack/plugins/ml/public/application/jobs/jobs_list/components/job_details/job_messages_pane.tsx
index 684cccb0afdba..eb0ce2d6be817 100644
--- a/x-pack/plugins/ml/public/application/jobs/jobs_list/components/job_details/job_messages_pane.tsx
+++ b/x-pack/plugins/ml/public/application/jobs/jobs_list/components/job_details/job_messages_pane.tsx
@@ -11,7 +11,6 @@ import { EuiButton, EuiFlexGroup, EuiFlexItem, EuiSpacer, EuiToolTip } from '@el
 import { i18n } from '@kbn/i18n';
 import { FormattedMessage } from '@kbn/i18n-react';
 import { extractErrorMessage } from '@kbn/ml-error-utils';
-import { ml } from '../../../../services/ml_api_service';
 import { JobMessages } from '../../../../components/job_messages';
 import type { JobMessage } from '../../../../../../common/types/audit_message';
 import { useToastNotificationService } from '../../../../services/toast_notification_service';
@@ -38,9 +37,7 @@ export const JobMessagesPane: FC<JobMessagesPaneProps> = React.memo(
     const [isClearing, setIsClearing] = useState<boolean>(false);
 
     const toastNotificationService = useToastNotificationService();
-    const {
-      jobs: { clearJobAuditMessages },
-    } = useMlApiContext();
+    const ml = useMlApiContext();
 
     const fetchMessages = async () => {
       setIsLoading(true);
@@ -70,7 +67,7 @@ export const JobMessagesPane: FC<JobMessagesPaneProps> = React.memo(
     const clearMessages = useCallback(async () => {
       setIsClearing(true);
       try {
-        await clearJobAuditMessages(jobId, notificationIndices);
+        await ml.jobs.clearJobAuditMessages(jobId, notificationIndices);
         setIsClearing(false);
         if (typeof refreshJobList === 'function') {
           refreshJobList();
diff --git a/x-pack/plugins/ml/public/application/jobs/jobs_list/components/jobs_list/jobs_list.js b/x-pack/plugins/ml/public/application/jobs/jobs_list/components/jobs_list/jobs_list.js
index b72bbf41269cc..e6fd50d96a65d 100644
--- a/x-pack/plugins/ml/public/application/jobs/jobs_list/components/jobs_list/jobs_list.js
+++ b/x-pack/plugins/ml/public/application/jobs/jobs_list/components/jobs_list/jobs_list.js
@@ -11,6 +11,7 @@ import { sortBy } from 'lodash';
 import moment from 'moment';
 
 import { TIME_FORMAT } from '@kbn/ml-date-utils';
+import { withKibana } from '@kbn/kibana-react-plugin/public';
 
 import { toLocaleString } from '../../../../util/string_utils';
 import { JobIcon } from '../../../../components/job_message_icon';
@@ -31,10 +32,12 @@ import { i18n } from '@kbn/i18n';
 import { FormattedMessage } from '@kbn/i18n-react';
 import { AnomalyDetectionJobIdLink } from './job_id_link';
 import { isManagedJob } from '../../../jobs_utils';
+import { mlJobServiceFactory } from '../../../../services/job_service';
+import { toastNotificationServiceProvider } from '../../../../services/toast_notification_service';
 
 const PAGE_SIZE_OPTIONS = [10, 25, 50];
 
-export class JobsList extends Component {
+export class JobsListUI extends Component {
   constructor(props) {
     super(props);
 
@@ -42,6 +45,12 @@ export class JobsList extends Component {
       jobsSummaryList: props.jobsSummaryList,
       itemIdToExpandedRowMap: {},
     };
+
+    this.mlApiServices = props.kibana.services.mlServices.mlApiServices;
+    this.mlJobService = mlJobServiceFactory(
+      toastNotificationServiceProvider(props.kibana.services.notifications.toasts),
+      this.mlApiServices
+    );
   }
 
   static getDerivedStateFromProps(props) {
@@ -329,6 +338,10 @@ export class JobsList extends Component {
           defaultMessage: 'Actions',
         }),
         actions: actionsMenuContent(
+          this.props.kibana.services.notifications.toasts,
+          this.props.kibana.services.application,
+          this.mlApiServices,
+          this.mlJobService,
           this.props.showEditJobFlyout,
           this.props.showDatafeedChartFlyout,
           this.props.showDeleteJobModal,
@@ -399,7 +412,7 @@ export class JobsList extends Component {
     );
   }
 }
-JobsList.propTypes = {
+JobsListUI.propTypes = {
   jobsSummaryList: PropTypes.array.isRequired,
   fullJobsList: PropTypes.object.isRequired,
   isMlEnabledInSpace: PropTypes.bool,
@@ -419,7 +432,9 @@ JobsList.propTypes = {
   jobsViewState: PropTypes.object,
   onJobsViewStateUpdate: PropTypes.func,
 };
-JobsList.defaultProps = {
+JobsListUI.defaultProps = {
   isMlEnabledInSpace: true,
   loading: false,
 };
+
+export const JobsList = withKibana(JobsListUI);
diff --git a/x-pack/plugins/ml/public/application/jobs/jobs_list/components/jobs_list_view/jobs_list_view.js b/x-pack/plugins/ml/public/application/jobs/jobs_list/components/jobs_list_view/jobs_list_view.js
index 40df5bd90915b..efb9211e99c0e 100644
--- a/x-pack/plugins/ml/public/application/jobs/jobs_list/components/jobs_list_view/jobs_list_view.js
+++ b/x-pack/plugins/ml/public/application/jobs/jobs_list/components/jobs_list_view/jobs_list_view.js
@@ -8,7 +8,8 @@
 import React, { Component } from 'react';
 import { EuiFlexGroup, EuiFlexItem, EuiSpacer } from '@elastic/eui';
 
-import { ml } from '../../../../services/ml_api_service';
+import { withKibana } from '@kbn/kibana-react-plugin/public';
+
 import { checkForAutoStartDatafeed, filterJobs, loadFullJob } from '../utils';
 import { JobsList } from '../jobs_list';
 import { JobDetails } from '../job_details';
@@ -36,10 +37,12 @@ import { StopDatafeedsConfirmModal } from '../confirm_modals/stop_datafeeds_conf
 import { CloseJobsConfirmModal } from '../confirm_modals/close_jobs_confirm_modal';
 import { AnomalyDetectionEmptyState } from '../anomaly_detection_empty_state';
 import { removeNodeInfo } from '../../../../../../common/util/job_utils';
+import { mlJobServiceFactory } from '../../../../services/job_service';
+import { toastNotificationServiceProvider } from '../../../../services/toast_notification_service';
 
 let blockingJobsRefreshTimeout = null;
 
-export class JobsListView extends Component {
+export class JobsListViewUI extends Component {
   constructor(props) {
     super(props);
 
@@ -77,6 +80,11 @@ export class JobsListView extends Component {
      * @private
      */
     this._isFiltersSet = false;
+
+    this.mlJobService = mlJobServiceFactory(
+      toastNotificationServiceProvider(props.kibana.services.notifications.toasts),
+      props.kibana.services.mlServices.mlApiServices
+    );
   }
 
   componentDidMount() {
@@ -98,7 +106,7 @@ export class JobsListView extends Component {
   }
 
   openAutoStartDatafeedModal() {
-    const job = checkForAutoStartDatafeed();
+    const job = checkForAutoStartDatafeed(this.mlJobService);
     if (job !== undefined) {
       this.showStartDatafeedModal([job]);
     }
@@ -139,7 +147,7 @@ export class JobsListView extends Component {
       }
 
       this.setState({ itemIdToExpandedRowMap }, () => {
-        loadFullJob(jobId)
+        loadFullJob(this.props.kibana.services.mlServices.mlApiServices, jobId)
           .then((job) => {
             const fullJobsList = { ...this.state.fullJobsList };
             if (this.props.showNodeInfo === false) {
@@ -316,6 +324,7 @@ export class JobsListView extends Component {
       this.setState({ loading: true });
     }
 
+    const ml = this.props.kibana.services.mlServices.mlApiServices;
     const expandedJobsIds = Object.keys(this.state.itemIdToExpandedRowMap);
     try {
       let jobsAwaitingNodeCount = 0;
@@ -378,6 +387,7 @@ export class JobsListView extends Component {
       return;
     }
 
+    const ml = this.props.kibana.services.mlServices.mlApiServices;
     const { jobs } = await ml.jobs.blockingJobTasks();
     const blockingJobIds = jobs.map((j) => Object.keys(j)[0]).sort();
     const taskListHasChanged = blockingJobIds.join() !== this.state.blockingJobIds.join();
@@ -552,3 +562,5 @@ export class JobsListView extends Component {
     return <div>{this.renderJobsListComponents()}</div>;
   }
 }
+
+export const JobsListView = withKibana(JobsListViewUI);
diff --git a/x-pack/plugins/ml/public/application/jobs/jobs_list/components/multi_job_actions/actions_menu.js b/x-pack/plugins/ml/public/application/jobs/jobs_list/components/multi_job_actions/actions_menu.js
index 73757a0091d5e..e12b770039b8d 100644
--- a/x-pack/plugins/ml/public/application/jobs/jobs_list/components/multi_job_actions/actions_menu.js
+++ b/x-pack/plugins/ml/public/application/jobs/jobs_list/components/multi_job_actions/actions_menu.js
@@ -5,13 +5,22 @@
  * 2.0.
  */
 
-import { checkPermission } from '../../../../capabilities/check_capabilities';
-import { mlNodesAvailable } from '../../../../ml_nodes_check/check_ml_nodes';
 import PropTypes from 'prop-types';
 import React, { Component } from 'react';
 
 import { EuiButtonIcon, EuiContextMenuPanel, EuiContextMenuItem, EuiPopover } from '@elastic/eui';
 
+import { i18n } from '@kbn/i18n';
+import { FormattedMessage } from '@kbn/i18n-react';
+import { context } from '@kbn/kibana-react-plugin/public';
+
+import { checkPermission } from '../../../../capabilities/check_capabilities';
+import { mlNodesAvailable } from '../../../../ml_nodes_check/check_ml_nodes';
+import { mlJobServiceFactory } from '../../../../services/job_service';
+import { toastNotificationServiceProvider } from '../../../../services/toast_notification_service';
+
+import { isManagedJob } from '../../../jobs_utils';
+
 import {
   closeJobs,
   stopDatafeeds,
@@ -20,13 +29,12 @@ import {
   isClosable,
   isResettable,
 } from '../utils';
-import { i18n } from '@kbn/i18n';
-import { FormattedMessage } from '@kbn/i18n-react';
-import { isManagedJob } from '../../../jobs_utils';
 
 class MultiJobActionsMenuUI extends Component {
-  constructor(props) {
-    super(props);
+  static contextType = context;
+
+  constructor(props, constructorContext) {
+    super(props, constructorContext);
 
     this.state = {
       isOpen: false,
@@ -37,6 +45,13 @@ class MultiJobActionsMenuUI extends Component {
     this.canCloseJob = checkPermission('canCloseJob') && mlNodesAvailable();
     this.canResetJob = checkPermission('canResetJob') && mlNodesAvailable();
     this.canCreateMlAlerts = checkPermission('canCreateMlAlerts');
+
+    this.toastNoticiations = constructorContext.services.notifications.toasts;
+    const mlApiServices = constructorContext.services.mlServices.mlApiServices;
+    const toastNotificationService = toastNotificationServiceProvider(
+      constructorContext.services.notifications.toasts
+    );
+    this.mlJobService = mlJobServiceFactory(toastNotificationService, mlApiServices);
   }
 
   onButtonClick = () => {
@@ -101,7 +116,7 @@ class MultiJobActionsMenuUI extends Component {
             if (this.props.jobs.some((j) => isManagedJob(j))) {
               this.props.showCloseJobsConfirmModal(this.props.jobs);
             } else {
-              closeJobs(this.props.jobs);
+              closeJobs(this.toastNotifications, this.mlJobService, this.props.jobs);
             }
 
             this.closePopover();
diff --git a/x-pack/plugins/ml/public/application/jobs/jobs_list/components/multi_job_actions/group_selector/group_selector.js b/x-pack/plugins/ml/public/application/jobs/jobs_list/components/multi_job_actions/group_selector/group_selector.js
index 056bd58d045a5..9fe8bbf230322 100644
--- a/x-pack/plugins/ml/public/application/jobs/jobs_list/components/multi_job_actions/group_selector/group_selector.js
+++ b/x-pack/plugins/ml/public/application/jobs/jobs_list/components/multi_job_actions/group_selector/group_selector.js
@@ -9,6 +9,7 @@ import PropTypes from 'prop-types';
 import React, { Component } from 'react';
 import { i18n } from '@kbn/i18n';
 import { FormattedMessage } from '@kbn/i18n-react';
+import { withKibana } from '@kbn/kibana-react-plugin/public';
 
 import {
   EuiButton,
@@ -24,11 +25,10 @@ import {
 
 import { cloneDeep } from 'lodash';
 
-import { ml } from '../../../../../services/ml_api_service';
 import { checkPermission } from '../../../../../capabilities/check_capabilities';
 import { GroupList } from './group_list';
 import { NewGroupInput } from './new_group_input';
-import { getToastNotificationService } from '../../../../../services/toast_notification_service';
+import { toastNotificationServiceProvider } from '../../../../../services/toast_notification_service';
 
 function createSelectedGroups(jobs, groups) {
   const jobIds = jobs.map((j) => j.id);
@@ -54,15 +54,15 @@ function createSelectedGroups(jobs, groups) {
   return selectedGroups;
 }
 
-export class GroupSelector extends Component {
+export class GroupSelectorUI extends Component {
   static propTypes = {
     jobs: PropTypes.array.isRequired,
     allJobIds: PropTypes.array.isRequired,
     refreshJobs: PropTypes.func.isRequired,
   };
 
-  constructor(props) {
-    super(props);
+  constructor(props, constructorContext) {
+    super(props, constructorContext);
 
     this.state = {
       isPopoverOpen: false,
@@ -73,6 +73,9 @@ export class GroupSelector extends Component {
 
     this.refreshJobs = this.props.refreshJobs;
     this.canUpdateJob = checkPermission('canUpdateJob');
+    this.toastNotificationsService = toastNotificationServiceProvider(
+      props.kibana.services.notifications.toasts
+    );
   }
 
   static getDerivedStateFromProps(props, state) {
@@ -88,6 +91,7 @@ export class GroupSelector extends Component {
     if (this.state.isPopoverOpen) {
       this.closePopover();
     } else {
+      const ml = this.props.kibana.services.mlServices.mlApiServices;
       ml.jobs
         .groups()
         .then((groups) => {
@@ -133,6 +137,7 @@ export class GroupSelector extends Component {
   };
 
   applyChanges = () => {
+    const toastNotificationsService = this.toastNotificationsService;
     const { selectedGroups } = this.state;
     const { jobs } = this.props;
     const newJobs = jobs.map((j) => ({
@@ -153,6 +158,7 @@ export class GroupSelector extends Component {
     }
 
     const tempJobs = newJobs.map((j) => ({ jobId: j.id, groups: j.newGroups }));
+    const ml = this.props.kibana.services.mlServices.mlApiServices;
     ml.jobs
       .updateGroups(tempJobs)
       .then((resp) => {
@@ -161,7 +167,7 @@ export class GroupSelector extends Component {
           // check success of each job update
           if (Object.hasOwn(resp, jobId)) {
             if (resp[jobId].success === false) {
-              getToastNotificationService().displayErrorToast(resp[jobId].error);
+              toastNotificationsService.displayErrorToast(resp[jobId].error);
               success = false;
             }
           }
@@ -176,7 +182,7 @@ export class GroupSelector extends Component {
         }
       })
       .catch((error) => {
-        getToastNotificationService().displayErrorToast(error);
+        toastNotificationsService.displayErrorToast(error);
         console.error(error);
       });
   };
@@ -271,3 +277,5 @@ export class GroupSelector extends Component {
     );
   }
 }
+
+export const GroupSelector = withKibana(GroupSelectorUI);
diff --git a/x-pack/plugins/ml/public/application/jobs/jobs_list/components/reset_job_modal/reset_job_modal.tsx b/x-pack/plugins/ml/public/application/jobs/jobs_list/components/reset_job_modal/reset_job_modal.tsx
index 5049610c325b4..1658c428d9b00 100644
--- a/x-pack/plugins/ml/public/application/jobs/jobs_list/components/reset_job_modal/reset_job_modal.tsx
+++ b/x-pack/plugins/ml/public/application/jobs/jobs_list/components/reset_job_modal/reset_job_modal.tsx
@@ -25,6 +25,8 @@ import { i18n } from '@kbn/i18n';
 import { resetJobs } from '../utils';
 import type { MlSummaryJob } from '../../../../../../common/types/anomaly_detection_jobs';
 import { RESETTING_JOBS_REFRESH_INTERVAL_MS } from '../../../../../../common/constants/jobs_list';
+import { useMlKibana } from '../../../../contexts/kibana';
+import { useMlJobService } from '../../../../services/job_service';
 import { OpenJobsWarningCallout } from './open_jobs_warning_callout';
 import { isManagedJob } from '../../../jobs_utils';
 import { ManagedJobsWarningCallout } from '../confirm_modals/managed_jobs_warning_callout';
@@ -38,6 +40,12 @@ interface Props {
 }
 
 export const ResetJobModal: FC<Props> = ({ setShowFunction, unsetShowFunction, refreshJobs }) => {
+  const {
+    services: {
+      notifications: { toasts },
+    },
+  } = useMlKibana();
+  const mlJobService = useMlJobService();
   const [resetting, setResetting] = useState(false);
   const [modalVisible, setModalVisible] = useState(false);
   const [jobIds, setJobIds] = useState<string[]>([]);
@@ -73,11 +81,13 @@ export const ResetJobModal: FC<Props> = ({ setShowFunction, unsetShowFunction, r
 
   const resetJob = useCallback(async () => {
     setResetting(true);
-    await resetJobs(jobIds, deleteUserAnnotations);
+    await resetJobs(toasts, mlJobService, jobIds, deleteUserAnnotations);
     closeModal();
     setTimeout(() => {
       refreshJobs();
     }, RESETTING_JOBS_REFRESH_INTERVAL_MS);
+    // exclude mlJobservice from deps
+    // eslint-disable-next-line react-hooks/exhaustive-deps
   }, [closeModal, deleteUserAnnotations, jobIds, refreshJobs]);
 
   if (modalVisible === false || jobIds.length === 0) {
diff --git a/x-pack/plugins/ml/public/application/jobs/jobs_list/components/start_datafeed_modal/start_datafeed_modal.js b/x-pack/plugins/ml/public/application/jobs/jobs_list/components/start_datafeed_modal/start_datafeed_modal.js
index c4c53b00591f4..d56fc973a0249 100644
--- a/x-pack/plugins/ml/public/application/jobs/jobs_list/components/start_datafeed_modal/start_datafeed_modal.js
+++ b/x-pack/plugins/ml/public/application/jobs/jobs_list/components/start_datafeed_modal/start_datafeed_modal.js
@@ -7,6 +7,7 @@
 
 import PropTypes from 'prop-types';
 import React, { Component } from 'react';
+import moment from 'moment';
 
 import {
   EuiButton,
@@ -20,18 +21,23 @@ import {
   EuiCheckbox,
 } from '@elastic/eui';
 
-import moment from 'moment';
+import { FormattedMessage } from '@kbn/i18n-react';
+import { context } from '@kbn/kibana-react-plugin/public';
+
+import { mlJobServiceFactory } from '../../../../services/job_service';
+import { toastNotificationServiceProvider } from '../../../../services/toast_notification_service';
+
+import { isManagedJob } from '../../../jobs_utils';
 
 import { forceStartDatafeeds } from '../utils';
 
 import { TimeRangeSelector } from './time_range_selector';
 
-import { FormattedMessage } from '@kbn/i18n-react';
-import { isManagedJob } from '../../../jobs_utils';
-
 export class StartDatafeedModal extends Component {
-  constructor(props) {
-    super(props);
+  static contextType = context;
+
+  constructor(props, constructorContext) {
+    super(props, constructorContext);
 
     const now = moment();
     this.state = {
@@ -50,6 +56,11 @@ export class StartDatafeedModal extends Component {
     this.initialSpecifiedStartTime = now;
     this.refreshJobs = this.props.refreshJobs;
     this.getShowCreateAlertFlyoutFunction = this.props.getShowCreateAlertFlyoutFunction;
+    this.toastNotifications = constructorContext.services.notifications.toasts;
+    this.mlJobService = mlJobServiceFactory(
+      toastNotificationServiceProvider(this.toastNotifications),
+      constructorContext.services.mlServices.mlApiServices
+    );
   }
 
   componentDidMount() {
@@ -114,7 +125,7 @@ export class StartDatafeedModal extends Component {
       ? this.state.endTime.valueOf()
       : this.state.endTime;
 
-    forceStartDatafeeds(jobs, start, end, () => {
+    forceStartDatafeeds(this.toastNotifications, this.mlJobService, jobs, start, end, () => {
       if (this.state.createAlert && jobs.length > 0) {
         this.getShowCreateAlertFlyoutFunction()(jobs.map((job) => job.id));
       }
diff --git a/x-pack/plugins/ml/public/application/jobs/jobs_list/components/utils.d.ts b/x-pack/plugins/ml/public/application/jobs/jobs_list/components/utils.d.ts
index 7dd542dc3107f..a4c20309129f3 100644
--- a/x-pack/plugins/ml/public/application/jobs/jobs_list/components/utils.d.ts
+++ b/x-pack/plugins/ml/public/application/jobs/jobs_list/components/utils.d.ts
@@ -5,19 +5,79 @@
  * 2.0.
  */
 
-import type { CombinedJobWithStats } from '../../../../../common/types/anomaly_detection_jobs';
+import type { ApplicationStart, ToastsStart } from '@kbn/core/public';
 
-export function stopDatafeeds(jobs: Array<{ id: string }>, callback?: () => void): Promise<void>;
-export function closeJobs(jobs: Array<{ id: string }>, callback?: () => void): Promise<void>;
+import type { DATAFEED_STATE } from '../../../../../common/constants/states';
+import type {
+  CombinedJobWithStats,
+  MlSummaryJob,
+} from '../../../../../common/types/anomaly_detection_jobs';
+import type { MlJobService } from '../../../services/job_service';
+import type { MlApiServices } from '../../../services/ml_api_service';
+
+export function loadFullJob(
+  mlApiServices: MlApiServices,
+  jobId: string
+): Promise<CombinedJobWithStats>;
+export function loadJobForCloning(mlApiServices: MlApiServices, jobId: string): Promise<any>;
+export function isStartable(jobs: CombinedJobWithStats[]): boolean;
+export function isClosable(jobs: CombinedJobWithStats[]): boolean;
+export function isResettable(jobs: CombinedJobWithStats[]): boolean;
+export function forceStartDatafeeds(
+  toastNotifications: ToastsStart,
+  mlJobService: MlJobService,
+  jobs: CombinedJobWithStats[],
+  start: number | undefined,
+  end: number | undefined,
+  finish?: () => void
+): Promise<void>;
+export function stopDatafeeds(
+  toastNotifications: ToastsStart,
+  mlJobService: MlJobService,
+  jobs: CombinedJobWithStats[] | MlSummaryJob[],
+  finish?: () => void
+): Promise<void>;
+export function showResults(
+  toastNotifications: ToastsStart,
+  resp: any,
+  action: DATAFEED_STATE
+): void;
+export function cloneJob(
+  toastNotifications: ToastsStart,
+  application: ApplicationStart,
+  mlApiServices: MlApiServices,
+  mlJobService: MlJobService,
+  jobId: string
+): Promise<void>;
+export function closeJobs(
+  toastNotifications: ToastsStart,
+  mlJobService: MlJobService,
+  jobs: CombinedJobWithStats[] | MlSummaryJob[],
+  finish?: () => void
+): Promise<void>;
 export function deleteJobs(
+  toastNotifications: ToastsStart,
+  mlJobService: MlJobService,
   jobs: Array<{ id: string }>,
   deleteUserAnnotations?: boolean,
   deleteAlertingRules?: boolean,
-  callback?: () => void
+  finish?: () => void
 ): Promise<void>;
 export function resetJobs(
+  toastNotifications: ToastsStart,
+  mlJobService: MlJobService,
   jobIds: string[],
   deleteUserAnnotations?: boolean,
-  callback?: () => void
+  finish?: () => void
 ): Promise<void>;
-export function loadFullJob(jobId: string): Promise<CombinedJobWithStats>;
+export function filterJobs(
+  jobs: CombinedJobWithStats[],
+  clauses: Array<{ field: string; match: string; type: string; value: any }>
+): CombinedJobWithStats[];
+export function jobProperty(job: CombinedJobWithStats, prop: string): any;
+export function jobTagFilter(jobs: CombinedJobWithStats[], value: string): CombinedJobWithStats[];
+export function checkForAutoStartDatafeed(
+  mlJobService: MlJobService
+):
+  | { id: string; hasDatafeed: boolean; latestTimestampSortValue: number; datafeedId: string }
+  | undefined;
diff --git a/x-pack/plugins/ml/public/application/jobs/jobs_list/components/utils.js b/x-pack/plugins/ml/public/application/jobs/jobs_list/components/utils.js
index 86ed4a125aead..471e56be7a840 100644
--- a/x-pack/plugins/ml/public/application/jobs/jobs_list/components/utils.js
+++ b/x-pack/plugins/ml/public/application/jobs/jobs_list/components/utils.js
@@ -8,13 +8,7 @@
 import { each } from 'lodash';
 import { i18n } from '@kbn/i18n';
 
-import { mlJobService } from '../../../services/job_service';
-import {
-  getToastNotificationService,
-  toastNotificationServiceProvider,
-} from '../../../services/toast_notification_service';
-import { getApplication, getToastNotifications } from '../../../util/dependency_cache';
-import { ml } from '../../../services/ml_api_service';
+import { toastNotificationServiceProvider } from '../../../services/toast_notification_service';
 import { stringMatch } from '../../../util/string_utils';
 import { JOB_STATE, DATAFEED_STATE } from '../../../../../common/constants/states';
 import { JOB_ACTION } from '../../../../../common/constants/job_actions';
@@ -25,9 +19,9 @@ import { ML_PAGES } from '../../../../../common/constants/locator';
 import { PLUGIN_ID } from '../../../../../common/constants/app';
 import { CREATED_BY_LABEL } from '../../../../../common/constants/new_job';
 
-export function loadFullJob(jobId) {
+export function loadFullJob(mlApiServices, jobId) {
   return new Promise((resolve, reject) => {
-    ml.jobs
+    mlApiServices.jobs
       .jobs([jobId])
       .then((jobs) => {
         if (jobs.length) {
@@ -42,9 +36,9 @@ export function loadFullJob(jobId) {
   });
 }
 
-export function loadJobForCloning(jobId) {
+export function loadJobForCloning(mlApiServices, jobId) {
   return new Promise((resolve, reject) => {
-    ml.jobs
+    mlApiServices.jobs
       .jobForCloning(jobId)
       .then((resp) => {
         if (resp) {
@@ -86,16 +80,22 @@ export function isResettable(jobs) {
   );
 }
 
-export function forceStartDatafeeds(jobs, start, end, finish = () => {}) {
+export function forceStartDatafeeds(
+  toastNotifications,
+  mlJobService,
+  jobs,
+  start,
+  end,
+  finish = () => {}
+) {
   const datafeedIds = jobs.filter((j) => j.hasDatafeed).map((j) => j.datafeedId);
   mlJobService
     .forceStartDatafeeds(datafeedIds, start, end)
     .then((resp) => {
-      showResults(resp, DATAFEED_STATE.STARTED);
+      showResults(toastNotifications, resp, DATAFEED_STATE.STARTED);
       finish();
     })
     .catch((error) => {
-      const toastNotifications = getToastNotifications();
       toastNotifications.addDanger(
         i18n.translate('xpack.ml.jobsList.startJobErrorMessage', {
           defaultMessage: 'Jobs failed to start',
@@ -106,16 +106,15 @@ export function forceStartDatafeeds(jobs, start, end, finish = () => {}) {
     });
 }
 
-export function stopDatafeeds(jobs, finish = () => {}) {
+export function stopDatafeeds(toastNotifications, mlJobService, jobs, finish = () => {}) {
   const datafeedIds = jobs.filter((j) => j.hasDatafeed).map((j) => j.datafeedId);
   mlJobService
     .stopDatafeeds(datafeedIds)
     .then((resp) => {
-      showResults(resp, DATAFEED_STATE.STOPPED);
+      showResults(toastNotifications, resp, DATAFEED_STATE.STOPPED);
       finish();
     })
     .catch((error) => {
-      const toastNotifications = getToastNotifications();
       toastNotifications.addDanger(
         i18n.translate('xpack.ml.jobsList.stopJobErrorMessage', {
           defaultMessage: 'Jobs failed to stop',
@@ -126,7 +125,7 @@ export function stopDatafeeds(jobs, finish = () => {}) {
     });
 }
 
-function showResults(resp, action) {
+function showResults(toastNotifications, resp, action) {
   const successes = [];
   const failures = [];
   for (const d in resp) {
@@ -184,7 +183,6 @@ function showResults(resp, action) {
     });
   }
 
-  const toastNotifications = getToastNotifications();
   if (successes.length > 0) {
     toastNotifications.addSuccess(
       i18n.translate('xpack.ml.jobsList.actionExecuteSuccessfullyNotificationMessage', {
@@ -216,11 +214,17 @@ function showResults(resp, action) {
   }
 }
 
-export async function cloneJob(jobId) {
+export async function cloneJob(
+  toastNotifications,
+  application,
+  mlApiServices,
+  mlJobService,
+  jobId
+) {
   try {
     const [{ job: cloneableJob, datafeed }, originalJob] = await Promise.all([
-      loadJobForCloning(jobId),
-      loadFullJob(jobId, false),
+      loadJobForCloning(mlApiServices, jobId),
+      loadFullJob(mlApiServices, jobId),
     ]);
 
     const createdBy = originalJob?.custom_settings?.created_by;
@@ -273,13 +277,14 @@ export async function cloneJob(jobId) {
 
     if (originalJob.calendars) {
       mlJobService.tempJobCloningObjects.calendars = await mlCalendarService.fetchCalendarsByIds(
+        mlApiServices,
         originalJob.calendars
       );
     }
 
-    getApplication().navigateToApp(PLUGIN_ID, { path: ML_PAGES.ANOMALY_DETECTION_CREATE_JOB });
+    application.navigateToApp(PLUGIN_ID, { path: ML_PAGES.ANOMALY_DETECTION_CREATE_JOB });
   } catch (error) {
-    getToastNotificationService().displayErrorToast(
+    toastNotificationServiceProvider(toastNotifications).displayErrorToast(
       error,
       i18n.translate('xpack.ml.jobsList.cloneJobErrorMessage', {
         defaultMessage: 'Could not clone {jobId}. Job could not be found',
@@ -289,16 +294,16 @@ export async function cloneJob(jobId) {
   }
 }
 
-export function closeJobs(jobs, finish = () => {}) {
+export function closeJobs(toastNotifications, mlJobService, jobs, finish = () => {}) {
   const jobIds = jobs.map((j) => j.id);
   mlJobService
     .closeJobs(jobIds)
     .then((resp) => {
-      showResults(resp, JOB_STATE.CLOSED);
+      showResults(toastNotifications, resp, JOB_STATE.CLOSED);
       finish();
     })
     .catch((error) => {
-      getToastNotificationService().displayErrorToast(
+      toastNotificationServiceProvider(toastNotifications).displayErrorToast(
         error,
         i18n.translate('xpack.ml.jobsList.closeJobErrorMessage', {
           defaultMessage: 'Jobs failed to close',
@@ -308,15 +313,21 @@ export function closeJobs(jobs, finish = () => {}) {
     });
 }
 
-export function resetJobs(jobIds, deleteUserAnnotations, finish = () => {}) {
+export function resetJobs(
+  toastNotifications,
+  mlJobService,
+  jobIds,
+  deleteUserAnnotations,
+  finish = () => {}
+) {
   mlJobService
     .resetJobs(jobIds, deleteUserAnnotations)
     .then((resp) => {
-      showResults(resp, JOB_ACTION.RESET);
+      showResults(toastNotifications, resp, JOB_ACTION.RESET);
       finish();
     })
     .catch((error) => {
-      getToastNotificationService().displayErrorToast(
+      toastNotificationServiceProvider(toastNotifications).displayErrorToast(
         error,
         i18n.translate('xpack.ml.jobsList.resetJobErrorMessage', {
           defaultMessage: 'Jobs failed to reset',
@@ -326,16 +337,23 @@ export function resetJobs(jobIds, deleteUserAnnotations, finish = () => {}) {
     });
 }
 
-export function deleteJobs(jobs, deleteUserAnnotations, deleteAlertingRules, finish = () => {}) {
+export function deleteJobs(
+  toastNotifications,
+  mlJobService,
+  jobs,
+  deleteUserAnnotations,
+  deleteAlertingRules,
+  finish = () => {}
+) {
   const jobIds = jobs.map((j) => j.id);
   mlJobService
     .deleteJobs(jobIds, deleteUserAnnotations, deleteAlertingRules)
     .then((resp) => {
-      showResults(resp, JOB_STATE.DELETED);
+      showResults(toastNotifications, resp, JOB_STATE.DELETED);
       finish();
     })
     .catch((error) => {
-      getToastNotificationService().displayErrorToast(
+      toastNotificationServiceProvider(toastNotifications).displayErrorToast(
         error,
         i18n.translate('xpack.ml.jobsList.deleteJobErrorMessage', {
           defaultMessage: 'Jobs failed to delete',
@@ -440,7 +458,7 @@ function jobTagFilter(jobs, value) {
 // check to see if a job has been stored in mlJobService.tempJobCloningObjects
 // if it has, return an object with the minimum properties needed for the
 // start datafeed modal.
-export function checkForAutoStartDatafeed() {
+export function checkForAutoStartDatafeed(mlJobService) {
   const job = mlJobService.tempJobCloningObjects.job;
   const datafeed = mlJobService.tempJobCloningObjects.datafeed;
   if (job !== undefined) {
diff --git a/x-pack/plugins/ml/public/application/jobs/new_job/common/chart_loader/chart_loader.ts b/x-pack/plugins/ml/public/application/jobs/new_job/common/chart_loader/chart_loader.ts
index 893b60046a85a..68ddfe1b83b44 100644
--- a/x-pack/plugins/ml/public/application/jobs/new_job/common/chart_loader/chart_loader.ts
+++ b/x-pack/plugins/ml/public/application/jobs/new_job/common/chart_loader/chart_loader.ts
@@ -11,10 +11,10 @@ import type { DataView } from '@kbn/data-views-plugin/common';
 import type { Field, SplitField, AggFieldPair } from '@kbn/ml-anomaly-utils';
 import type { RuntimeMappings } from '@kbn/ml-runtime-field-utils';
 import type { IndicesOptions } from '../../../../../../common/types/anomaly_detection_jobs';
-import { ml } from '../../../../services/ml_api_service';
-import { mlResultsService } from '../../../../services/results_service';
+import { mlResultsServiceProvider } from '../../../../services/results_service';
 import { getCategoryFields as getCategoryFieldsOrig } from './searches';
 import { aggFieldPairsCanBeCharted } from '../job_creator/util/general';
+import type { MlApiServices } from '../../../../services/ml_api_service';
 
 type DetectorIndex = number;
 export interface LineChartPoint {
@@ -28,18 +28,29 @@ const eq = (newArgs: any[], lastArgs: any[]) => isEqual(newArgs, lastArgs);
 
 export class ChartLoader {
   protected _dataView: DataView;
+  protected _mlApiServices: MlApiServices;
+
   private _timeFieldName: string = '';
   private _query: object = {};
 
-  private _newJobLineChart = memoizeOne(ml.jobs.newJobLineChart, eq);
-  private _newJobPopulationsChart = memoizeOne(ml.jobs.newJobPopulationsChart, eq);
-  private _getEventRateData = memoizeOne(mlResultsService.getEventRateData, eq);
-  private _getCategoryFields = memoizeOne(getCategoryFieldsOrig, eq);
+  private _newJobLineChart;
+  private _newJobPopulationsChart;
+  private _getEventRateData;
+  private _getCategoryFields;
 
-  constructor(indexPattern: DataView, query: object) {
+  constructor(mlApiServices: MlApiServices, indexPattern: DataView, query: object) {
+    this._mlApiServices = mlApiServices;
     this._dataView = indexPattern;
     this._query = query;
 
+    this._newJobLineChart = memoizeOne(mlApiServices.jobs.newJobLineChart, eq);
+    this._newJobPopulationsChart = memoizeOne(mlApiServices.jobs.newJobPopulationsChart, eq);
+    this._getEventRateData = memoizeOne(
+      mlResultsServiceProvider(mlApiServices).getEventRateData,
+      eq
+    );
+    this._getCategoryFields = memoizeOne(getCategoryFieldsOrig, eq);
+
     if (typeof indexPattern.timeFieldName === 'string') {
       this._timeFieldName = indexPattern.timeFieldName;
     }
@@ -155,6 +166,7 @@ export class ChartLoader {
     indicesOptions?: IndicesOptions
   ): Promise<string[]> {
     const { results } = await this._getCategoryFields(
+      this._mlApiServices,
       this._dataView.getIndexPattern(),
       field.name,
       10,
diff --git a/x-pack/plugins/ml/public/application/jobs/new_job/common/chart_loader/searches.ts b/x-pack/plugins/ml/public/application/jobs/new_job/common/chart_loader/searches.ts
index 971cf9b5ca315..3c4ca1c5f54d7 100644
--- a/x-pack/plugins/ml/public/application/jobs/new_job/common/chart_loader/searches.ts
+++ b/x-pack/plugins/ml/public/application/jobs/new_job/common/chart_loader/searches.ts
@@ -8,7 +8,7 @@
 import { get } from 'lodash';
 
 import type { RuntimeMappings } from '@kbn/ml-runtime-field-utils';
-import { ml } from '../../../../services/ml_api_service';
+import type { MlApiServices } from '../../../../services/ml_api_service';
 import type { IndicesOptions } from '../../../../../../common/types/anomaly_detection_jobs';
 
 interface CategoryResults {
@@ -17,6 +17,7 @@ interface CategoryResults {
 }
 
 export function getCategoryFields(
+  mlApiServices: MlApiServices,
   indexPatternName: string,
   fieldName: string,
   size: number,
@@ -25,23 +26,24 @@ export function getCategoryFields(
   indicesOptions?: IndicesOptions
 ): Promise<CategoryResults> {
   return new Promise((resolve, reject) => {
-    ml.esSearch({
-      index: indexPatternName,
-      size: 0,
-      body: {
-        query,
-        aggs: {
-          catFields: {
-            terms: {
-              field: fieldName,
-              size,
+    mlApiServices
+      .esSearch({
+        index: indexPatternName,
+        size: 0,
+        body: {
+          query,
+          aggs: {
+            catFields: {
+              terms: {
+                field: fieldName,
+                size,
+              },
             },
           },
+          ...(runtimeMappings !== undefined ? { runtime_mappings: runtimeMappings } : {}),
         },
-        ...(runtimeMappings !== undefined ? { runtime_mappings: runtimeMappings } : {}),
-      },
-      ...(indicesOptions ?? {}),
-    })
+        ...(indicesOptions ?? {}),
+      })
       .then((resp: any) => {
         const catFields = get(resp, ['aggregations', 'catFields', 'buckets'], []);
 
diff --git a/x-pack/plugins/ml/public/application/jobs/new_job/common/job_creator/advanced_job_creator.ts b/x-pack/plugins/ml/public/application/jobs/new_job/common/job_creator/advanced_job_creator.ts
index 150b57402ee5e..30a472348d587 100644
--- a/x-pack/plugins/ml/public/application/jobs/new_job/common/job_creator/advanced_job_creator.ts
+++ b/x-pack/plugins/ml/public/application/jobs/new_job/common/job_creator/advanced_job_creator.ts
@@ -10,6 +10,8 @@ import type { DataView } from '@kbn/data-views-plugin/public';
 import type { Field, Aggregation, SplitField } from '@kbn/ml-anomaly-utils';
 import type { SavedSearch } from '@kbn/saved-search-plugin/public';
 
+import type { MlJobService } from '../../../../services/job_service';
+import type { MlApiServices } from '../../../../services/ml_api_service';
 import { JobCreator } from './job_creator';
 import type {
   Job,
@@ -21,6 +23,7 @@ import { createBasicDetector } from './util/default_configs';
 import { CREATED_BY_LABEL, JOB_TYPE } from '../../../../../../common/constants/new_job';
 import { getRichDetectors } from './util/general';
 import { isValidJson } from '../../../../../../common/util/validation_utils';
+import type { NewJobCapsService } from '../../../../services/new_job_capabilities/new_job_capabilities_service';
 
 export interface RichDetector {
   agg: Aggregation | null;
@@ -39,8 +42,15 @@ export class AdvancedJobCreator extends JobCreator {
   private _richDetectors: RichDetector[] = [];
   private _queryString: string;
 
-  constructor(indexPattern: DataView, savedSearch: SavedSearch | null, query: object) {
-    super(indexPattern, savedSearch, query);
+  constructor(
+    mlApiServices: MlApiServices,
+    mlJobService: MlJobService,
+    newJobCapsService: NewJobCapsService,
+    indexPattern: DataView,
+    savedSearch: SavedSearch | null,
+    query: object
+  ) {
+    super(mlApiServices, mlJobService, newJobCapsService, indexPattern, savedSearch, query);
     this.createdBy = CREATED_BY_LABEL.ADVANCED;
 
     this._queryString = JSON.stringify(this._datafeed_config.query);
@@ -184,7 +194,13 @@ export class AdvancedJobCreator extends JobCreator {
   public cloneFromExistingJob(job: Job, datafeed: Datafeed) {
     this._overrideConfigs(job, datafeed);
     this.createdBy = CREATED_BY_LABEL.ADVANCED;
-    const detectors = getRichDetectors(job, datafeed, this.additionalFields, true);
+    const detectors = getRichDetectors(
+      this.newJobCapsService,
+      job,
+      datafeed,
+      this.additionalFields,
+      true
+    );
 
     // keep track of the custom rules for each detector
     const customRules = this._detectors.map((d) => d.custom_rules);
diff --git a/x-pack/plugins/ml/public/application/jobs/new_job/common/job_creator/categorization_job_creator.ts b/x-pack/plugins/ml/public/application/jobs/new_job/common/job_creator/categorization_job_creator.ts
index 7d074ca0576cb..a12266e556e73 100644
--- a/x-pack/plugins/ml/public/application/jobs/new_job/common/job_creator/categorization_job_creator.ts
+++ b/x-pack/plugins/ml/public/application/jobs/new_job/common/job_creator/categorization_job_creator.ts
@@ -34,6 +34,9 @@ import {
   DEFAULT_BUCKET_SPAN,
   DEFAULT_RARE_BUCKET_SPAN,
 } from '../../../../../../common/constants/new_job';
+import type { MlJobService } from '../../../../services/job_service';
+import type { MlApiServices } from '../../../../services/ml_api_service';
+import type { NewJobCapsService } from '../../../../services/new_job_capabilities/new_job_capabilities_service';
 
 import { getRichDetectors } from './util/general';
 import { CategorizationExamplesLoader } from '../results_loader';
@@ -61,8 +64,15 @@ export class CategorizationJobCreator extends JobCreator {
   private _partitionFieldName: string | null = null;
   private _ccsVersionFailure: boolean = false;
 
-  constructor(indexPattern: DataView, savedSearch: SavedSearch | null, query: object) {
-    super(indexPattern, savedSearch, query);
+  constructor(
+    mlApiServices: MlApiServices,
+    mlJobService: MlJobService,
+    newJobCapsService: NewJobCapsService,
+    indexPattern: DataView,
+    savedSearch: SavedSearch | null,
+    query: object
+  ) {
+    super(mlApiServices, mlJobService, newJobCapsService, indexPattern, savedSearch, query);
     this.createdBy = CREATED_BY_LABEL.CATEGORIZATION;
     this._examplesLoader = new CategorizationExamplesLoader(this, indexPattern, query);
 
@@ -254,7 +264,13 @@ export class CategorizationJobCreator extends JobCreator {
   public cloneFromExistingJob(job: Job, datafeed: Datafeed) {
     this._overrideConfigs(job, datafeed);
     this.createdBy = CREATED_BY_LABEL.CATEGORIZATION;
-    const detectors = getRichDetectors(job, datafeed, this.additionalFields, false);
+    const detectors = getRichDetectors(
+      this.newJobCapsService,
+      job,
+      datafeed,
+      this.additionalFields,
+      false
+    );
 
     const dtr = detectors[0];
     if (dtr !== undefined && dtr.agg !== null && dtr.field !== null) {
diff --git a/x-pack/plugins/ml/public/application/jobs/new_job/common/job_creator/geo_job_creator.ts b/x-pack/plugins/ml/public/application/jobs/new_job/common/job_creator/geo_job_creator.ts
index 59e89070b38dd..76fda339afa44 100644
--- a/x-pack/plugins/ml/public/application/jobs/new_job/common/job_creator/geo_job_creator.ts
+++ b/x-pack/plugins/ml/public/application/jobs/new_job/common/job_creator/geo_job_creator.ts
@@ -8,6 +8,9 @@
 import type { DataView } from '@kbn/data-views-plugin/public';
 import type { Field, Aggregation, SplitField, AggFieldPair } from '@kbn/ml-anomaly-utils';
 import type { SavedSearch } from '@kbn/saved-search-plugin/public';
+import type { MlJobService } from '../../../../services/job_service';
+import type { MlApiServices } from '../../../../services/ml_api_service';
+import type { NewJobCapsService } from '../../../../services/new_job_capabilities/new_job_capabilities_service';
 import { JobCreator } from './job_creator';
 import type {
   Job,
@@ -27,8 +30,15 @@ export class GeoJobCreator extends JobCreator {
 
   protected _type: JOB_TYPE = JOB_TYPE.GEO;
 
-  constructor(indexPattern: DataView, savedSearch: SavedSearch | null, query: object) {
-    super(indexPattern, savedSearch, query);
+  constructor(
+    mlApiServices: MlApiServices,
+    mlJobService: MlJobService,
+    newJobCapsService: NewJobCapsService,
+    indexPattern: DataView,
+    savedSearch: SavedSearch | null,
+    query: object
+  ) {
+    super(mlApiServices, mlJobService, newJobCapsService, indexPattern, savedSearch, query);
     this.createdBy = CREATED_BY_LABEL.GEO;
     this._wizardInitialized$.next(true);
   }
@@ -110,7 +120,13 @@ export class GeoJobCreator extends JobCreator {
     this._overrideConfigs(job, datafeed);
     this.createdBy = CREATED_BY_LABEL.GEO;
     this._sparseData = isSparseDataJob(job, datafeed);
-    const detectors = getRichDetectors(job, datafeed, this.additionalFields, false);
+    const detectors = getRichDetectors(
+      this.newJobCapsService,
+      job,
+      datafeed,
+      this.additionalFields,
+      false
+    );
 
     this.removeSplitField();
     this.removeAllDetectors();
diff --git a/x-pack/plugins/ml/public/application/jobs/new_job/common/job_creator/job_creator.ts b/x-pack/plugins/ml/public/application/jobs/new_job/common/job_creator/job_creator.ts
index c7eda482aafad..82e5fe1209a13 100644
--- a/x-pack/plugins/ml/public/application/jobs/new_job/common/job_creator/job_creator.ts
+++ b/x-pack/plugins/ml/public/application/jobs/new_job/common/job_creator/job_creator.ts
@@ -22,6 +22,7 @@ import {
 import type { RuntimeMappings } from '@kbn/ml-runtime-field-utils';
 import type { SavedSearch } from '@kbn/saved-search-plugin/public';
 import { isPopulatedObject } from '@kbn/ml-is-populated-object';
+import type { MlApiServices } from '../../../../services/ml_api_service';
 import type { IndexPatternTitle } from '../../../../../../common/types/kibana';
 import { getQueryFromSavedSearchObject } from '../../../../util/index_utils';
 import type {
@@ -35,7 +36,7 @@ import type {
 } from '../../../../../../common/types/anomaly_detection_jobs';
 import { combineFieldsAndAggs } from '../../../../../../common/util/fields_utils';
 import { createEmptyJob, createEmptyDatafeed } from './util/default_configs';
-import { mlJobService } from '../../../../services/job_service';
+import type { MlJobService } from '../../../../services/job_service';
 import { JobRunner, type ProgressSubscriber } from '../job_runner';
 import type { CREATED_BY_LABEL } from '../../../../../../common/constants/new_job';
 import { JOB_TYPE, SHARED_RESULTS_INDEX_NAME } from '../../../../../../common/constants/new_job';
@@ -46,7 +47,7 @@ import type { Calendar } from '../../../../../../common/types/calendars';
 import { mlCalendarService } from '../../../../services/calendar_service';
 import { getDatafeedAggregations } from '../../../../../../common/util/datafeed_utils';
 import { getFirstKeyInObject } from '../../../../../../common/util/object_utils';
-import { ml } from '../../../../services/ml_api_service';
+import type { NewJobCapsService } from '../../../../services/new_job_capabilities/new_job_capabilities_service';
 
 export class JobCreator {
   protected _type: JOB_TYPE = JOB_TYPE.SINGLE_METRIC;
@@ -78,8 +79,21 @@ export class JobCreator {
 
   protected _wizardInitialized$ = new BehaviorSubject<boolean>(false);
   public wizardInitialized$ = this._wizardInitialized$.asObservable();
-
-  constructor(indexPattern: DataView, savedSearch: SavedSearch | null, query: object) {
+  public mlApiServices: MlApiServices;
+  public mlJobService: MlJobService;
+  public newJobCapsService: NewJobCapsService;
+
+  constructor(
+    mlApiServices: MlApiServices,
+    mlJobService: MlJobService,
+    newJobCapsService: NewJobCapsService,
+    indexPattern: DataView,
+    savedSearch: SavedSearch | null,
+    query: object
+  ) {
+    this.mlApiServices = mlApiServices;
+    this.mlJobService = mlJobService;
+    this.newJobCapsService = newJobCapsService;
     this._indexPattern = indexPattern;
     this._savedSearch = savedSearch;
 
@@ -478,7 +492,7 @@ export class JobCreator {
     }
 
     for (const calendar of this._calendars) {
-      await mlCalendarService.assignNewJobId(calendar, this.jobId);
+      await mlCalendarService.assignNewJobId(this.mlApiServices, calendar, this.jobId);
     }
   }
 
@@ -608,7 +622,7 @@ export class JobCreator {
 
   public async createJob(): Promise<object> {
     try {
-      const { success, resp } = await mlJobService.saveNewJob(this._job_config);
+      const { success, resp } = await this.mlJobService.saveNewJob(this._job_config);
       await this._updateCalendars();
 
       if (success === true) {
@@ -624,7 +638,7 @@ export class JobCreator {
   public async createDatafeed(): Promise<object> {
     try {
       const tempDatafeed = this._getDatafeedWithFilteredRuntimeMappings();
-      return await mlJobService.saveNewDatafeed(tempDatafeed, this._job_config.job_id);
+      return await this.mlJobService.saveNewDatafeed(tempDatafeed, this._job_config.job_id);
     } catch (error) {
       throw error;
     }
@@ -831,7 +845,7 @@ export class JobCreator {
   // load the start and end times for the selected index
   // and apply them to the job creator
   public async autoSetTimeRange(excludeFrozenData = true) {
-    const { start, end } = await ml.getTimeFieldRange({
+    const { start, end } = await this.mlApiServices.getTimeFieldRange({
       index: this._indexPatternTitle,
       timeFieldName: this.timeFieldName,
       query: excludeFrozenData ? addExcludeFrozenToQuery(this.query) : this.query,
diff --git a/x-pack/plugins/ml/public/application/jobs/new_job/common/job_creator/job_creator_factory.ts b/x-pack/plugins/ml/public/application/jobs/new_job/common/job_creator/job_creator_factory.ts
index 1c599bc99a117..9e5f9988b292f 100644
--- a/x-pack/plugins/ml/public/application/jobs/new_job/common/job_creator/job_creator_factory.ts
+++ b/x-pack/plugins/ml/public/application/jobs/new_job/common/job_creator/job_creator_factory.ts
@@ -7,6 +7,9 @@
 
 import type { DataView } from '@kbn/data-views-plugin/public';
 import type { SavedSearch } from '@kbn/saved-search-plugin/public';
+import type { MlJobService } from '../../../../services/job_service';
+import type { MlApiServices } from '../../../../services/ml_api_service';
+import type { NewJobCapsService } from '../../../../services/new_job_capabilities/new_job_capabilities_service';
 import { SingleMetricJobCreator } from './single_metric_job_creator';
 import { MultiMetricJobCreator } from './multi_metric_job_creator';
 import { PopulationJobCreator } from './population_job_creator';
@@ -19,7 +22,14 @@ import { JOB_TYPE } from '../../../../../../common/constants/new_job';
 
 export const jobCreatorFactory =
   (jobType: JOB_TYPE) =>
-  (indexPattern: DataView, savedSearch: SavedSearch | null, query: object) => {
+  (
+    mlApiServices: MlApiServices,
+    mlJobService: MlJobService,
+    newJobCapsService: NewJobCapsService,
+    indexPattern: DataView,
+    savedSearch: SavedSearch | null,
+    query: object
+  ) => {
     let jc;
     switch (jobType) {
       case JOB_TYPE.SINGLE_METRIC:
@@ -47,5 +57,5 @@ export const jobCreatorFactory =
         jc = SingleMetricJobCreator;
         break;
     }
-    return new jc(indexPattern, savedSearch, query);
+    return new jc(mlApiServices, mlJobService, newJobCapsService, indexPattern, savedSearch, query);
   };
diff --git a/x-pack/plugins/ml/public/application/jobs/new_job/common/job_creator/multi_metric_job_creator.ts b/x-pack/plugins/ml/public/application/jobs/new_job/common/job_creator/multi_metric_job_creator.ts
index 39ad966b595e7..69ca14a40c4e4 100644
--- a/x-pack/plugins/ml/public/application/jobs/new_job/common/job_creator/multi_metric_job_creator.ts
+++ b/x-pack/plugins/ml/public/application/jobs/new_job/common/job_creator/multi_metric_job_creator.ts
@@ -8,6 +8,9 @@
 import type { DataView } from '@kbn/data-views-plugin/public';
 import type { Field, Aggregation, SplitField, AggFieldPair } from '@kbn/ml-anomaly-utils';
 import type { SavedSearch } from '@kbn/saved-search-plugin/public';
+import type { MlJobService } from '../../../../services/job_service';
+import type { MlApiServices } from '../../../../services/ml_api_service';
+import type { NewJobCapsService } from '../../../../services/new_job_capabilities/new_job_capabilities_service';
 import { JobCreator } from './job_creator';
 import type {
   Job,
@@ -26,8 +29,15 @@ export class MultiMetricJobCreator extends JobCreator {
 
   protected _type: JOB_TYPE = JOB_TYPE.MULTI_METRIC;
 
-  constructor(indexPattern: DataView, savedSearch: SavedSearch | null, query: object) {
-    super(indexPattern, savedSearch, query);
+  constructor(
+    mlApiServices: MlApiServices,
+    mlJobService: MlJobService,
+    newJobCapsService: NewJobCapsService,
+    indexPattern: DataView,
+    savedSearch: SavedSearch | null,
+    query: object
+  ) {
+    super(mlApiServices, mlJobService, newJobCapsService, indexPattern, savedSearch, query);
     this.createdBy = CREATED_BY_LABEL.MULTI_METRIC;
     this._wizardInitialized$.next(true);
   }
@@ -90,7 +100,13 @@ export class MultiMetricJobCreator extends JobCreator {
     this._overrideConfigs(job, datafeed);
     this.createdBy = CREATED_BY_LABEL.MULTI_METRIC;
     this._sparseData = isSparseDataJob(job, datafeed);
-    const detectors = getRichDetectors(job, datafeed, this.additionalFields, false);
+    const detectors = getRichDetectors(
+      this.newJobCapsService,
+      job,
+      datafeed,
+      this.additionalFields,
+      false
+    );
 
     if (datafeed.aggregations !== undefined) {
       // if we've converting from a single metric job,
diff --git a/x-pack/plugins/ml/public/application/jobs/new_job/common/job_creator/population_job_creator.ts b/x-pack/plugins/ml/public/application/jobs/new_job/common/job_creator/population_job_creator.ts
index 08de5d30d11eb..342583636d37f 100644
--- a/x-pack/plugins/ml/public/application/jobs/new_job/common/job_creator/population_job_creator.ts
+++ b/x-pack/plugins/ml/public/application/jobs/new_job/common/job_creator/population_job_creator.ts
@@ -8,6 +8,9 @@
 import type { DataView } from '@kbn/data-views-plugin/public';
 import type { Field, Aggregation, SplitField, AggFieldPair } from '@kbn/ml-anomaly-utils';
 import type { SavedSearch } from '@kbn/saved-search-plugin/public';
+import type { MlJobService } from '../../../../services/job_service';
+import type { MlApiServices } from '../../../../services/ml_api_service';
+import type { NewJobCapsService } from '../../../../services/new_job_capabilities/new_job_capabilities_service';
 import { JobCreator } from './job_creator';
 import type {
   Job,
@@ -25,8 +28,15 @@ export class PopulationJobCreator extends JobCreator {
   private _byFields: SplitField[] = [];
   protected _type: JOB_TYPE = JOB_TYPE.POPULATION;
 
-  constructor(indexPattern: DataView, savedSearch: SavedSearch | null, query: object) {
-    super(indexPattern, savedSearch, query);
+  constructor(
+    mlApiServices: MlApiServices,
+    mlJobService: MlJobService,
+    newJobCapsService: NewJobCapsService,
+    indexPattern: DataView,
+    savedSearch: SavedSearch | null,
+    query: object
+  ) {
+    super(mlApiServices, mlJobService, newJobCapsService, indexPattern, savedSearch, query);
     this.createdBy = CREATED_BY_LABEL.POPULATION;
     this._wizardInitialized$.next(true);
   }
@@ -132,7 +142,13 @@ export class PopulationJobCreator extends JobCreator {
   public cloneFromExistingJob(job: Job, datafeed: Datafeed) {
     this._overrideConfigs(job, datafeed);
     this.createdBy = CREATED_BY_LABEL.POPULATION;
-    const detectors = getRichDetectors(job, datafeed, this.additionalFields, false);
+    const detectors = getRichDetectors(
+      this.newJobCapsService,
+      job,
+      datafeed,
+      this.additionalFields,
+      false
+    );
 
     this.removeAllDetectors();
 
diff --git a/x-pack/plugins/ml/public/application/jobs/new_job/common/job_creator/rare_job_creator.ts b/x-pack/plugins/ml/public/application/jobs/new_job/common/job_creator/rare_job_creator.ts
index cc9601fc85634..aaaa7d101c09a 100644
--- a/x-pack/plugins/ml/public/application/jobs/new_job/common/job_creator/rare_job_creator.ts
+++ b/x-pack/plugins/ml/public/application/jobs/new_job/common/job_creator/rare_job_creator.ts
@@ -13,6 +13,9 @@ import {
   ML_JOB_AGGREGATION,
 } from '@kbn/ml-anomaly-utils';
 import type { SavedSearch } from '@kbn/saved-search-plugin/public';
+import type { MlJobService } from '../../../../services/job_service';
+import type { MlApiServices } from '../../../../services/ml_api_service';
+import type { NewJobCapsService } from '../../../../services/new_job_capabilities/new_job_capabilities_service';
 import { JobCreator } from './job_creator';
 import type {
   Job,
@@ -33,8 +36,15 @@ export class RareJobCreator extends JobCreator {
   private _rareAgg: Aggregation;
   private _freqRareAgg: Aggregation;
 
-  constructor(indexPattern: DataView, savedSearch: SavedSearch | null, query: object) {
-    super(indexPattern, savedSearch, query);
+  constructor(
+    mlApiServices: MlApiServices,
+    mlJobService: MlJobService,
+    newJobCapsService: NewJobCapsService,
+    indexPattern: DataView,
+    savedSearch: SavedSearch | null,
+    query: object
+  ) {
+    super(mlApiServices, mlJobService, newJobCapsService, indexPattern, savedSearch, query);
     this.createdBy = CREATED_BY_LABEL.RARE;
     this._wizardInitialized$.next(true);
     this._rareAgg = {} as Aggregation;
@@ -154,7 +164,13 @@ export class RareJobCreator extends JobCreator {
     this._overrideConfigs(job, datafeed);
     this.createdBy = CREATED_BY_LABEL.RARE;
     this._sparseData = isSparseDataJob(job, datafeed);
-    const detectors = getRichDetectors(job, datafeed, this.additionalFields, false);
+    const detectors = getRichDetectors(
+      this.newJobCapsService,
+      job,
+      datafeed,
+      this.additionalFields,
+      false
+    );
 
     this.removeSplitField();
     this.removePopulationField();
diff --git a/x-pack/plugins/ml/public/application/jobs/new_job/common/job_creator/single_metric_job_creator.ts b/x-pack/plugins/ml/public/application/jobs/new_job/common/job_creator/single_metric_job_creator.ts
index 07a949b6a34a3..2b7a1133c1d1f 100644
--- a/x-pack/plugins/ml/public/application/jobs/new_job/common/job_creator/single_metric_job_creator.ts
+++ b/x-pack/plugins/ml/public/application/jobs/new_job/common/job_creator/single_metric_job_creator.ts
@@ -15,6 +15,8 @@ import {
   ES_AGGREGATION,
 } from '@kbn/ml-anomaly-utils';
 import type { SavedSearch } from '@kbn/saved-search-plugin/public';
+import type { MlJobService } from '../../../../services/job_service';
+import type { MlApiServices } from '../../../../services/ml_api_service';
 import { parseInterval } from '../../../../../../common/util/parse_interval';
 import { JobCreator } from './job_creator';
 import type {
@@ -27,12 +29,20 @@ import { createBasicDetector } from './util/default_configs';
 import { JOB_TYPE, CREATED_BY_LABEL } from '../../../../../../common/constants/new_job';
 import { getRichDetectors } from './util/general';
 import { isSparseDataJob } from './util/general';
+import type { NewJobCapsService } from '../../../../services/new_job_capabilities/new_job_capabilities_service';
 
 export class SingleMetricJobCreator extends JobCreator {
   protected _type: JOB_TYPE = JOB_TYPE.SINGLE_METRIC;
 
-  constructor(indexPattern: DataView, savedSearch: SavedSearch | null, query: object) {
-    super(indexPattern, savedSearch, query);
+  constructor(
+    mlApiServices: MlApiServices,
+    mlJobService: MlJobService,
+    newJobCapsService: NewJobCapsService,
+    indexPattern: DataView,
+    savedSearch: SavedSearch | null,
+    query: object
+  ) {
+    super(mlApiServices, mlJobService, newJobCapsService, indexPattern, savedSearch, query);
     this.createdBy = CREATED_BY_LABEL.SINGLE_METRIC;
     this._wizardInitialized$.next(true);
   }
@@ -203,7 +213,13 @@ export class SingleMetricJobCreator extends JobCreator {
     this._overrideConfigs(job, datafeed);
     this.createdBy = CREATED_BY_LABEL.SINGLE_METRIC;
     this._sparseData = isSparseDataJob(job, datafeed);
-    const detectors = getRichDetectors(job, datafeed, this.additionalFields, false);
+    const detectors = getRichDetectors(
+      this.newJobCapsService,
+      job,
+      datafeed,
+      this.additionalFields,
+      false
+    );
 
     this.removeAllDetectors();
 
diff --git a/x-pack/plugins/ml/public/application/jobs/new_job/common/job_creator/util/general.ts b/x-pack/plugins/ml/public/application/jobs/new_job/common/job_creator/util/general.ts
index ca9a7f89b3cb9..f1cbd2dc87135 100644
--- a/x-pack/plugins/ml/public/application/jobs/new_job/common/job_creator/util/general.ts
+++ b/x-pack/plugins/ml/public/application/jobs/new_job/common/job_creator/util/general.ts
@@ -25,28 +25,30 @@ import type {
   Datafeed,
   Detector,
 } from '../../../../../../../common/types/anomaly_detection_jobs';
-import { newJobCapsService } from '../../../../../services/new_job_capabilities/new_job_capabilities_service';
+import type { NewJobCapsService } from '../../../../../services/new_job_capabilities/new_job_capabilities_service';
 import type { NavigateToPath } from '../../../../../contexts/kibana';
 import { ML_PAGES } from '../../../../../../../common/constants/locator';
-import { mlJobService } from '../../../../../services/job_service';
+import type { MlJobService } from '../../../../../services/job_service';
 import type { JobCreatorType } from '..';
 import { CREATED_BY_LABEL, JOB_TYPE } from '../../../../../../../common/constants/new_job';
 
-const getFieldByIdFactory = (additionalFields: Field[]) => (id: string) => {
-  let field = newJobCapsService.getFieldById(id);
-  // if no field could be found it may be a pretend field, like mlcategory or a script field
-  if (field === null) {
-    if (id === MLCATEGORY) {
-      field = mlCategory;
-    } else if (additionalFields.length) {
-      field = additionalFields.find((f) => f.id === id) || null;
+const getFieldByIdFactory =
+  (newJobCapsService: NewJobCapsService, additionalFields: Field[]) => (id: string) => {
+    let field = newJobCapsService.getFieldById(id);
+    // if no field could be found it may be a pretend field, like mlcategory or a script field
+    if (field === null) {
+      if (id === MLCATEGORY) {
+        field = mlCategory;
+      } else if (additionalFields.length) {
+        field = additionalFields.find((f) => f.id === id) || null;
+      }
     }
-  }
-  return field;
-};
+    return field;
+  };
 
 // populate the detectors with Field and Agg objects loaded from the job capabilities service
 export function getRichDetectors(
+  newJobCapsService: NewJobCapsService,
   job: Job,
   datafeed: Datafeed,
   additionalFields: Field[],
@@ -54,7 +56,7 @@ export function getRichDetectors(
 ) {
   const detectors = advanced ? getDetectorsAdvanced(job, datafeed) : getDetectors(job, datafeed);
 
-  const getFieldById = getFieldByIdFactory(additionalFields);
+  const getFieldById = getFieldByIdFactory(newJobCapsService, additionalFields);
 
   return detectors.map((d) => {
     let field = null;
@@ -234,64 +236,54 @@ export function isSparseDataJob(job: Job, datafeed: Datafeed): boolean {
   return false;
 }
 
-export function stashJobForCloning(
-  jobCreator: JobCreatorType,
-  skipTimeRangeStep: boolean = false,
-  includeTimeRange: boolean = false,
-  autoSetTimeRange: boolean = false
-) {
-  mlJobService.tempJobCloningObjects.job = jobCreator.jobConfig;
-  mlJobService.tempJobCloningObjects.datafeed = jobCreator.datafeedConfig;
-  mlJobService.tempJobCloningObjects.createdBy = jobCreator.createdBy ?? undefined;
-
-  // skip over the time picker step of the wizard
-  mlJobService.tempJobCloningObjects.skipTimeRangeStep = skipTimeRangeStep;
-
-  if (includeTimeRange === true && autoSetTimeRange === false) {
-    // auto select the start and end dates of the time picker
-    mlJobService.tempJobCloningObjects.start = jobCreator.start;
-    mlJobService.tempJobCloningObjects.end = jobCreator.end;
-  } else if (autoSetTimeRange === true) {
-    mlJobService.tempJobCloningObjects.autoSetTimeRange = true;
-  }
-
-  mlJobService.tempJobCloningObjects.calendars = jobCreator.calendars;
-}
-
 export function convertToMultiMetricJob(
+  mlJobService: MlJobService,
   jobCreator: JobCreatorType,
   navigateToPath: NavigateToPath
 ) {
   jobCreator.createdBy = CREATED_BY_LABEL.MULTI_METRIC;
   jobCreator.modelPlot = false;
-  stashJobForCloning(jobCreator, true, true);
+  mlJobService.stashJobForCloning(jobCreator, true, true);
   navigateToPath(ML_PAGES.ANOMALY_DETECTION_CREATE_JOB_CONVERT_TO_MULTI_METRIC, true);
 }
 
-export function convertToAdvancedJob(jobCreator: JobCreatorType, navigateToPath: NavigateToPath) {
+export function convertToAdvancedJob(
+  mlJobService: MlJobService,
+  jobCreator: JobCreatorType,
+  navigateToPath: NavigateToPath
+) {
   jobCreator.createdBy = null;
-  stashJobForCloning(jobCreator, true, true);
+  mlJobService.stashJobForCloning(jobCreator, true, true);
   navigateToPath(ML_PAGES.ANOMALY_DETECTION_CREATE_JOB_CONVERT_TO_ADVANCED, true);
 }
 
-export function resetAdvancedJob(jobCreator: JobCreatorType, navigateToPath: NavigateToPath) {
+export function resetAdvancedJob(
+  mlJobService: MlJobService,
+  jobCreator: JobCreatorType,
+  navigateToPath: NavigateToPath
+) {
   jobCreator.createdBy = null;
-  stashJobForCloning(jobCreator, true, false);
+  mlJobService.stashJobForCloning(jobCreator, true, false);
   navigateToPath(ML_PAGES.ANOMALY_DETECTION_CREATE_JOB);
 }
 
-export function resetJob(jobCreator: JobCreatorType, navigateToPath: NavigateToPath) {
+export function resetJob(
+  mlJobService: MlJobService,
+  jobCreator: JobCreatorType,
+  navigateToPath: NavigateToPath
+) {
   jobCreator.jobId = '';
-  stashJobForCloning(jobCreator, true, true);
+  mlJobService.stashJobForCloning(jobCreator, true, true);
   navigateToPath(ML_PAGES.ANOMALY_DETECTION_CREATE_JOB);
 }
 
 export function advancedStartDatafeed(
+  mlJobService: MlJobService,
   jobCreator: JobCreatorType | null,
   navigateToPath: NavigateToPath
 ) {
   if (jobCreator !== null) {
-    stashJobForCloning(jobCreator, false, false);
+    mlJobService.stashJobForCloning(jobCreator, false, false);
   }
   navigateToPath('/jobs');
 }
diff --git a/x-pack/plugins/ml/public/application/jobs/new_job/common/job_creator/util/model_memory_estimator.test.ts b/x-pack/plugins/ml/public/application/jobs/new_job/common/job_creator/util/model_memory_estimator.test.ts
index 44e2d3de6a0c8..f73c54653f93b 100644
--- a/x-pack/plugins/ml/public/application/jobs/new_job/common/job_creator/util/model_memory_estimator.test.ts
+++ b/x-pack/plugins/ml/public/application/jobs/new_job/common/job_creator/util/model_memory_estimator.test.ts
@@ -10,28 +10,17 @@ import { useFakeTimers } from 'sinon';
 import type { CalculatePayload } from './model_memory_estimator';
 import { modelMemoryEstimatorProvider } from './model_memory_estimator';
 import type { JobValidator } from '../../job_validator';
-import { ml } from '../../../../../services/ml_api_service';
+import type { MlApiServices } from '../../../../../services/ml_api_service';
 import type { JobCreator } from '../job_creator';
 import { BehaviorSubject } from 'rxjs';
 
-jest.mock('../../../../../services/ml_api_service', () => {
-  return {
-    ml: {
-      calculateModelMemoryLimit$: jest.fn(() => {
-        // eslint-disable-next-line @typescript-eslint/no-var-requires
-        const { of } = require('rxjs');
-        return of({ modelMemoryLimit: '15MB' });
-      }),
-    },
-  };
-});
-
 describe('delay', () => {
   let clock: SinonFakeTimers;
   let modelMemoryEstimator: ReturnType<typeof modelMemoryEstimatorProvider>;
   let mockJobCreator: JobCreator;
   let wizardInitialized$: BehaviorSubject<boolean>;
   let mockJobValidator: JobValidator;
+  let mockMlApiServices: MlApiServices;
 
   beforeEach(() => {
     clock = useFakeTimers();
@@ -42,7 +31,19 @@ describe('delay', () => {
     mockJobCreator = {
       wizardInitialized$,
     } as unknown as JobCreator;
-    modelMemoryEstimator = modelMemoryEstimatorProvider(mockJobCreator, mockJobValidator);
+    mockMlApiServices = {
+      calculateModelMemoryLimit$: jest.fn(() => {
+        // eslint-disable-next-line @typescript-eslint/no-var-requires
+        const { of } = require('rxjs');
+        return of({ modelMemoryLimit: '15MB' });
+      }),
+    } as unknown as MlApiServices;
+
+    modelMemoryEstimator = modelMemoryEstimatorProvider(
+      mockJobCreator,
+      mockJobValidator,
+      mockMlApiServices
+    );
   });
   afterEach(() => {
     clock.restore();
@@ -56,7 +57,7 @@ describe('delay', () => {
     modelMemoryEstimator.update({ analysisConfig: { detectors: [{}] } } as CalculatePayload);
     clock.tick(601);
 
-    expect(ml.calculateModelMemoryLimit$).not.toHaveBeenCalled();
+    expect(mockMlApiServices.calculateModelMemoryLimit$).not.toHaveBeenCalled();
     expect(spy).not.toHaveBeenCalled();
   });
 
@@ -97,7 +98,7 @@ describe('delay', () => {
     } as CalculatePayload);
     clock.tick(601);
 
-    expect(ml.calculateModelMemoryLimit$).toHaveBeenCalledTimes(1);
+    expect(mockMlApiServices.calculateModelMemoryLimit$).toHaveBeenCalledTimes(1);
     expect(spy).toHaveBeenCalledTimes(1);
   });
 
@@ -115,6 +116,6 @@ describe('delay', () => {
     mockJobValidator.isModelMemoryEstimationPayloadValid = false;
     clock.tick(601);
 
-    expect(ml.calculateModelMemoryLimit$).not.toHaveBeenCalled();
+    expect(mockMlApiServices.calculateModelMemoryLimit$).not.toHaveBeenCalled();
   });
 });
diff --git a/x-pack/plugins/ml/public/application/jobs/new_job/common/job_creator/util/model_memory_estimator.ts b/x-pack/plugins/ml/public/application/jobs/new_job/common/job_creator/util/model_memory_estimator.ts
index 6bcd6adb53c81..b3550b039a862 100644
--- a/x-pack/plugins/ml/public/application/jobs/new_job/common/job_creator/util/model_memory_estimator.ts
+++ b/x-pack/plugins/ml/public/application/jobs/new_job/common/job_creator/util/model_memory_estimator.ts
@@ -26,19 +26,20 @@ import { i18n } from '@kbn/i18n';
 import { type MLHttpFetchError, extractErrorMessage } from '@kbn/ml-error-utils';
 
 import { DEFAULT_MODEL_MEMORY_LIMIT } from '../../../../../../../common/constants/new_job';
-import { ml } from '../../../../../services/ml_api_service';
 import type { JobValidator } from '../../job_validator/job_validator';
 import { VALIDATION_DELAY_MS } from '../../job_validator/job_validator';
 import { useMlKibana } from '../../../../../contexts/kibana';
 import type { JobCreator } from '../job_creator';
+import type { MlApiServices } from '../../../../../services/ml_api_service';
 
-export type CalculatePayload = Parameters<typeof ml.calculateModelMemoryLimit$>[0];
+export type CalculatePayload = Parameters<MlApiServices['calculateModelMemoryLimit$']>[0];
 
 type ModelMemoryEstimator = ReturnType<typeof modelMemoryEstimatorProvider>;
 
 export const modelMemoryEstimatorProvider = (
   jobCreator: JobCreator,
-  jobValidator: JobValidator
+  jobValidator: JobValidator,
+  mlApiServices: MlApiServices
 ) => {
   const modelMemoryCheck$ = new Subject<CalculatePayload>();
   const error$ = new Subject<MLHttpFetchError>();
@@ -64,7 +65,7 @@ export const modelMemoryEstimatorProvider = (
         // don't call the endpoint with invalid payload
         filter(() => jobValidator.isModelMemoryEstimationPayloadValid),
         switchMap((payload) => {
-          return ml.calculateModelMemoryLimit$(payload).pipe(
+          return mlApiServices.calculateModelMemoryLimit$(payload).pipe(
             pluck('modelMemoryLimit'),
             catchError((error) => {
               // eslint-disable-next-line no-console
@@ -90,13 +91,16 @@ export const useModelMemoryEstimator = (
   jobCreatorUpdated: number
 ) => {
   const {
-    services: { notifications },
+    services: {
+      notifications,
+      mlServices: { mlApiServices },
+    },
   } = useMlKibana();
 
   // Initialize model memory estimator only once
   const modelMemoryEstimator = useMemo<ModelMemoryEstimator>(
-    () => modelMemoryEstimatorProvider(jobCreator, jobValidator),
-    [jobCreator, jobValidator]
+    () => modelMemoryEstimatorProvider(jobCreator, jobValidator, mlApiServices),
+    [jobCreator, jobValidator, mlApiServices]
   );
 
   // Listen for estimation results and errors
diff --git a/x-pack/plugins/ml/public/application/jobs/new_job/common/job_runner/job_runner.ts b/x-pack/plugins/ml/public/application/jobs/new_job/common/job_runner/job_runner.ts
index 13d85419c2c6e..bd3d68afdc6d0 100644
--- a/x-pack/plugins/ml/public/application/jobs/new_job/common/job_runner/job_runner.ts
+++ b/x-pack/plugins/ml/public/application/jobs/new_job/common/job_runner/job_runner.ts
@@ -6,8 +6,8 @@
  */
 
 import { BehaviorSubject } from 'rxjs';
-import { ml } from '../../../../services/ml_api_service';
-import { mlJobService } from '../../../../services/job_service';
+import type { MlApiServices } from '../../../../services/ml_api_service';
+import type { MlJobService } from '../../../../services/job_service';
 import type { JobCreator } from '../job_creator';
 import type { DatafeedId, JobId } from '../../../../../../common/types/anomaly_detection_jobs';
 import { DATAFEED_STATE } from '../../../../../../common/constants/states';
@@ -22,6 +22,8 @@ export type ProgressSubscriber = (progress: number) => void;
 export type JobAssignmentSubscriber = (assigned: boolean) => void;
 
 export class JobRunner {
+  private _mlApiServices: MlApiServices;
+  private _mlJobService: MlJobService;
   private _jobId: JobId;
   private _datafeedId: DatafeedId;
   private _start: number = 0;
@@ -42,6 +44,8 @@ export class JobRunner {
   private _jobAssignedToNode$: BehaviorSubject<boolean>;
 
   constructor(jobCreator: JobCreator) {
+    this._mlApiServices = jobCreator.mlApiServices;
+    this._mlJobService = jobCreator.mlJobService;
     this._jobId = jobCreator.jobId;
     this._datafeedId = jobCreator.datafeedId;
     this._start = jobCreator.start;
@@ -68,7 +72,7 @@ export class JobRunner {
 
   private async openJob(): Promise<void> {
     try {
-      const { node }: { node?: string } = await mlJobService.openJob(this._jobId);
+      const { node }: { node?: string } = await this._mlJobService.openJob(this._jobId);
       this._jobAssignedToNode = node !== undefined && node.length > 0;
       this._jobAssignedToNode$.next(this._jobAssignedToNode);
     } catch (error) {
@@ -92,7 +96,7 @@ export class JobRunner {
         pollProgress === true ? this._subscribers.map((s) => this._progress$.subscribe(s)) : [];
 
       await this.openJob();
-      const { started } = await mlJobService.startDatafeed(
+      const { started } = await this._mlJobService.startDatafeed(
         this._datafeedId,
         this._jobId,
         start,
@@ -189,7 +193,7 @@ export class JobRunner {
   }
 
   private async _isJobAssigned(): Promise<boolean> {
-    const { jobs } = await ml.getJobStats({ jobId: this._jobId });
+    const { jobs } = await this._mlApiServices.getJobStats({ jobId: this._jobId });
     return jobs.length > 0 && jobs[0].node !== undefined;
   }
 
@@ -208,7 +212,7 @@ export class JobRunner {
     isRunning: boolean;
     isJobClosed: boolean;
   }> {
-    return await ml.jobs.getLookBackProgress(this._jobId, this._start, this._end);
+    return await this._mlApiServices.jobs.getLookBackProgress(this._jobId, this._start, this._end);
   }
 
   public subscribeToProgress(func: ProgressSubscriber) {
diff --git a/x-pack/plugins/ml/public/application/jobs/new_job/common/job_validator/validators.ts b/x-pack/plugins/ml/public/application/jobs/new_job/common/job_validator/validators.ts
index 61bf8487b09e6..0ec37e612a3fa 100644
--- a/x-pack/plugins/ml/public/application/jobs/new_job/common/job_validator/validators.ts
+++ b/x-pack/plugins/ml/public/application/jobs/new_job/common/job_validator/validators.ts
@@ -13,7 +13,6 @@ import type {
   CardinalityModelPlotHigh,
   CardinalityValidationResult,
 } from '../../../../services/ml_api_service';
-import { ml } from '../../../../services/ml_api_service';
 import type { JobCreator } from '../job_creator';
 import type { CombinedJob } from '../../../../../../common/types/anomaly_detection_jobs';
 import type { BasicValidations } from './job_validator';
@@ -82,7 +81,7 @@ export function cardinalityValidator(
       }),
       switchMap(({ jobCreator }) => {
         // Perform a cardinality check only with enabled model plot.
-        return ml
+        return jobCreator.mlApiServices
           .validateCardinality$({
             ...jobCreator.jobConfig,
             datafeed_config: jobCreator.datafeedConfig,
@@ -114,12 +113,11 @@ export function cardinalityValidator(
 
 export function jobIdValidator(jobCreator$: Subject<JobCreator>): Observable<JobExistsResult> {
   return jobCreator$.pipe(
-    map((jobCreator) => {
-      return jobCreator.jobId;
-    }),
     // No need to perform an API call if the analysis configuration hasn't been changed
-    distinctUntilChanged((prevJobId, currJobId) => prevJobId === currJobId),
-    switchMap((jobId) => ml.jobs.jobsExist$([jobId], true)),
+    distinctUntilChanged(
+      (prevJobCreator, currJobCreator) => prevJobCreator.jobId === currJobCreator.jobId
+    ),
+    switchMap((jobCreator) => jobCreator.mlApiServices.jobs.jobsExist$([jobCreator.jobId], true)),
     map((jobExistsResults) => {
       const jobs = Object.values(jobExistsResults);
       const valid = jobs?.[0].exists === false;
@@ -135,13 +133,13 @@ export function jobIdValidator(jobCreator$: Subject<JobCreator>): Observable<Job
 
 export function groupIdsValidator(jobCreator$: Subject<JobCreator>): Observable<GroupsExistResult> {
   return jobCreator$.pipe(
-    map((jobCreator) => jobCreator.groups),
     // No need to perform an API call if the analysis configuration hasn't been changed
     distinctUntilChanged(
-      (prevGroups, currGroups) => JSON.stringify(prevGroups) === JSON.stringify(currGroups)
+      (prevJobCreator, currJobCreator) =>
+        JSON.stringify(prevJobCreator.groups) === JSON.stringify(currJobCreator.groups)
     ),
-    switchMap((groups) => {
-      return ml.jobs.jobsExist$(groups, true);
+    switchMap((jobCreator) => {
+      return jobCreator.mlApiServices.jobs.jobsExist$(jobCreator.groups, true);
     }),
     map((jobExistsResults) => {
       const groups = Object.values(jobExistsResults);
diff --git a/x-pack/plugins/ml/public/application/jobs/new_job/common/map_loader/map_loader.ts b/x-pack/plugins/ml/public/application/jobs/new_job/common/map_loader/map_loader.ts
index 242ce9d472495..a75152e93bd88 100644
--- a/x-pack/plugins/ml/public/application/jobs/new_job/common/map_loader/map_loader.ts
+++ b/x-pack/plugins/ml/public/application/jobs/new_job/common/map_loader/map_loader.ts
@@ -13,13 +13,20 @@ import type { CreateLayerDescriptorParams, MapsStartApi } from '@kbn/maps-plugin
 import type { Query } from '@kbn/es-query';
 import type { Field, SplitField } from '@kbn/ml-anomaly-utils';
 import { ChartLoader } from '../chart_loader';
+import type { MlApiServices } from '../../../../services/ml_api_service';
+
 const eq = (newArgs: any[], lastArgs: any[]) => isEqual(newArgs, lastArgs);
 
 export class MapLoader extends ChartLoader {
   private _getMapData;
 
-  constructor(indexPattern: DataView, query: object, mapsPlugin: MapsStartApi | undefined) {
-    super(indexPattern, query);
+  constructor(
+    mlApiServices: MlApiServices,
+    indexPattern: DataView,
+    query: object,
+    mapsPlugin: MapsStartApi | undefined
+  ) {
+    super(mlApiServices, indexPattern, query);
 
     this._getMapData = mapsPlugin
       ? memoizeOne(mapsPlugin.createLayerDescriptors.createESSearchSourceLayerDescriptor, eq)
diff --git a/x-pack/plugins/ml/public/application/jobs/new_job/common/results_loader/categorization_examples_loader.ts b/x-pack/plugins/ml/public/application/jobs/new_job/common/results_loader/categorization_examples_loader.ts
index b95eb08a3725f..de24a7cff2995 100644
--- a/x-pack/plugins/ml/public/application/jobs/new_job/common/results_loader/categorization_examples_loader.ts
+++ b/x-pack/plugins/ml/public/application/jobs/new_job/common/results_loader/categorization_examples_loader.ts
@@ -10,7 +10,6 @@ import { CATEGORY_EXAMPLES_VALIDATION_STATUS } from '@kbn/ml-category-validator'
 import { NUMBER_OF_CATEGORY_EXAMPLES } from '../../../../../../common/constants/new_job';
 import type { IndexPatternTitle } from '../../../../../../common/types/kibana';
 import type { CategorizationJobCreator } from '../job_creator';
-import { ml } from '../../../../services/ml_api_service';
 
 export class CategorizationExamplesLoader {
   private _jobCreator: CategorizationJobCreator;
@@ -40,7 +39,7 @@ export class CategorizationExamplesLoader {
       };
     }
 
-    const resp = await ml.jobs.categorizationFieldExamples(
+    const resp = await this._jobCreator.mlApiServices.jobs.categorizationFieldExamples(
       this._indexPatternTitle,
       this._query,
       NUMBER_OF_CATEGORY_EXAMPLES,
diff --git a/x-pack/plugins/ml/public/application/jobs/new_job/common/results_loader/results_loader.ts b/x-pack/plugins/ml/public/application/jobs/new_job/common/results_loader/results_loader.ts
index 23b16bbd32499..742d0b476ebac 100644
--- a/x-pack/plugins/ml/public/application/jobs/new_job/common/results_loader/results_loader.ts
+++ b/x-pack/plugins/ml/public/application/jobs/new_job/common/results_loader/results_loader.ts
@@ -15,7 +15,10 @@ import { parseInterval } from '../../../../../../common/util/parse_interval';
 import { JOB_TYPE } from '../../../../../../common/constants/new_job';
 
 import type { ModelPlotOutputResults } from '../../../../services/results_service';
-import { mlResultsService } from '../../../../services/results_service';
+import {
+  mlResultsServiceProvider,
+  type MlResultsService,
+} from '../../../../services/results_service';
 
 import type { JobCreatorType } from '../job_creator';
 import { isMultiMetricJobCreator } from '../job_creator';
@@ -66,6 +69,7 @@ export class ResultsLoader {
   private _lastModelTimeStamp: number = 0;
   private _lastResultsTimeout: any = null;
   private _chartLoader: ChartLoader;
+  private _mlResultsService: MlResultsService;
 
   private _results: Results = {
     progress: 0,
@@ -81,6 +85,7 @@ export class ResultsLoader {
     this._chartInterval = chartInterval;
     this._results$ = new BehaviorSubject(this._results);
     this._chartLoader = chartLoader;
+    this._mlResultsService = mlResultsServiceProvider(jobCreator.mlApiServices);
 
     jobCreator.subscribeToProgress(this.progressSubscriber);
   }
@@ -162,7 +167,7 @@ export class ResultsLoader {
       return { [dtrIndex]: [emptyModelItem] };
     }
     const resp = await lastValueFrom(
-      mlResultsService.getModelPlotOutput(
+      this._mlResultsService.getModelPlotOutput(
         this._jobCreator.jobId,
         dtrIndex,
         [],
@@ -214,7 +219,7 @@ export class ResultsLoader {
   }
 
   private async _loadJobAnomalyData(dtrIndex: number): Promise<Record<number, Anomaly[]>> {
-    const resp = await mlResultsService.getScoresByBucket(
+    const resp = await this._mlResultsService.getScoresByBucket(
       [this._jobCreator.jobId],
       this._jobCreator.start,
       this._jobCreator.end,
@@ -237,6 +242,7 @@ export class ResultsLoader {
 
   private async _loadDetectorsAnomalyData(): Promise<Record<number, Anomaly[]>> {
     const resp = await getScoresByRecord(
+      this._jobCreator.mlApiServices,
       this._jobCreator.jobId,
       this._jobCreator.start,
       this._jobCreator.end,
diff --git a/x-pack/plugins/ml/public/application/jobs/new_job/common/results_loader/searches.ts b/x-pack/plugins/ml/public/application/jobs/new_job/common/results_loader/searches.ts
index fa72c2c3e10f4..738bb880bd700 100644
--- a/x-pack/plugins/ml/public/application/jobs/new_job/common/results_loader/searches.ts
+++ b/x-pack/plugins/ml/public/application/jobs/new_job/common/results_loader/searches.ts
@@ -8,7 +8,7 @@
 import { get } from 'lodash';
 
 import { escapeForElasticsearchQuery } from '../../../../util/string_utils';
-import { ml } from '../../../../services/ml_api_service';
+import type { MlApiServices } from '../../../../services/ml_api_service';
 
 interface SplitFieldWithValue {
   name: string;
@@ -30,6 +30,7 @@ interface ProcessedResults {
 
 // detector swimlane search
 export function getScoresByRecord(
+  mlApiServices: MlApiServices,
   jobId: string,
   earliestMs: number,
   latestMs: number,
@@ -53,7 +54,7 @@ export function getScoresByRecord(
       jobIdFilterStr += `"${String(firstSplitField.value).replace(/\\/g, '\\\\')}"`;
     }
 
-    ml.results
+    mlApiServices.results
       .anomalySearch(
         {
           body: {
diff --git a/x-pack/plugins/ml/public/application/jobs/new_job/job_from_dashboard/quick_create_job_base.ts b/x-pack/plugins/ml/public/application/jobs/new_job/job_from_dashboard/quick_create_job_base.ts
index d6bfc450a4cfa..b685bb181f7c6 100644
--- a/x-pack/plugins/ml/public/application/jobs/new_job/job_from_dashboard/quick_create_job_base.ts
+++ b/x-pack/plugins/ml/public/application/jobs/new_job/job_from_dashboard/quick_create_job_base.ts
@@ -22,6 +22,7 @@ import { FilterStateStore } from '@kbn/es-query';
 import type { ErrorType } from '@kbn/ml-error-utils';
 import type { DataViewsContract } from '@kbn/data-views-plugin/public';
 import type { MlApiServices } from '../../../services/ml_api_service';
+import type { MlJobService } from '../../../services/job_service';
 import type { Job, Datafeed } from '../../../../../common/types/anomaly_detection_jobs';
 import { getFiltersForDSLQuery } from '../../../../../common/util/job_utils';
 import type { CREATED_BY_LABEL } from '../../../../../common/constants/new_job';
@@ -56,7 +57,8 @@ export class QuickJobCreatorBase {
     protected readonly kibanaConfig: IUiSettingsClient,
     protected readonly timeFilter: TimefilterContract,
     protected readonly dashboardService: DashboardStart,
-    protected readonly mlApiServices: MlApiServices
+    protected readonly mlApiServices: MlApiServices,
+    protected readonly mlJobService: MlJobService
   ) {}
 
   protected async putJobAndDataFeed({
diff --git a/x-pack/plugins/ml/public/application/jobs/new_job/job_from_lens/quick_create_job.ts b/x-pack/plugins/ml/public/application/jobs/new_job/job_from_lens/quick_create_job.ts
index 88ad820c059f2..3ce3289a424b8 100644
--- a/x-pack/plugins/ml/public/application/jobs/new_job/job_from_lens/quick_create_job.ts
+++ b/x-pack/plugins/ml/public/application/jobs/new_job/job_from_lens/quick_create_job.ts
@@ -19,8 +19,8 @@ import type { DashboardStart } from '@kbn/dashboard-plugin/public';
 import type { LensApi } from '@kbn/lens-plugin/public';
 import type { JobCreatorType } from '../common/job_creator';
 import { createEmptyJob, createEmptyDatafeed } from '../common/job_creator/util/default_configs';
-import { stashJobForCloning } from '../common/job_creator/util/general';
 import type { MlApiServices } from '../../../services/ml_api_service';
+import type { MlJobService } from '../../../services/job_service';
 import {
   CREATED_BY_LABEL,
   DEFAULT_BUCKET_SPAN,
@@ -42,9 +42,10 @@ export class QuickLensJobCreator extends QuickJobCreatorBase {
     kibanaConfig: IUiSettingsClient,
     timeFilter: TimefilterContract,
     dashboardService: DashboardStart,
-    mlApiServices: MlApiServices
+    mlApiServices: MlApiServices,
+    mlJobService: MlJobService
   ) {
-    super(dataViews, kibanaConfig, timeFilter, dashboardService, mlApiServices);
+    super(dataViews, kibanaConfig, timeFilter, dashboardService, mlApiServices, mlJobService);
   }
 
   public async createAndSaveJob(
@@ -115,7 +116,7 @@ export class QuickLensJobCreator extends QuickJobCreatorBase {
       // add job config and start and end dates to the
       // job cloning stash, so they can be used
       // by the new job wizards
-      stashJobForCloning(
+      this.mlJobService.stashJobForCloning(
         {
           jobConfig,
           datafeedConfig,
diff --git a/x-pack/plugins/ml/public/application/jobs/new_job/job_from_lens/route_resolver.ts b/x-pack/plugins/ml/public/application/jobs/new_job/job_from_lens/route_resolver.ts
index d6a815777fa9d..dd6fb765e158b 100644
--- a/x-pack/plugins/ml/public/application/jobs/new_job/job_from_lens/route_resolver.ts
+++ b/x-pack/plugins/ml/public/application/jobs/new_job/job_from_lens/route_resolver.ts
@@ -15,6 +15,7 @@ import type { DashboardStart } from '@kbn/dashboard-plugin/public';
 import type { DataViewsContract } from '@kbn/data-views-plugin/public';
 import { QuickLensJobCreator } from './quick_create_job';
 import type { MlApiServices } from '../../../services/ml_api_service';
+import type { MlJobService } from '../../../services/job_service';
 
 import { getDefaultQuery, getRisonValue } from '../utils/new_job_utils';
 
@@ -25,6 +26,7 @@ interface Dependencies {
   timeFilter: TimefilterContract;
   dashboardService: DashboardStart;
   mlApiServices: MlApiServices;
+  mlJobService: MlJobService;
 }
 export async function resolver(
   deps: Dependencies,
@@ -35,7 +37,15 @@ export async function resolver(
   filtersRisonString: string,
   layerIndexRisonString: string
 ) {
-  const { dataViews, lens, mlApiServices, timeFilter, kibanaConfig, dashboardService } = deps;
+  const {
+    dataViews,
+    lens,
+    mlApiServices,
+    mlJobService,
+    timeFilter,
+    kibanaConfig,
+    dashboardService,
+  } = deps;
   if (lensSavedObjectRisonString === undefined) {
     throw new Error('Cannot create visualization');
   }
@@ -57,7 +67,8 @@ export async function resolver(
     kibanaConfig,
     timeFilter,
     dashboardService,
-    mlApiServices
+    mlApiServices,
+    mlJobService
   );
   await jobCreator.createAndStashADJob(vis, from, to, query, filters, layerIndex);
 }
diff --git a/x-pack/plugins/ml/public/application/jobs/new_job/job_from_map/quick_create_job.ts b/x-pack/plugins/ml/public/application/jobs/new_job/job_from_map/quick_create_job.ts
index 82a22a854af02..0f14eaaf515fe 100644
--- a/x-pack/plugins/ml/public/application/jobs/new_job/job_from_map/quick_create_job.ts
+++ b/x-pack/plugins/ml/public/application/jobs/new_job/job_from_map/quick_create_job.ts
@@ -13,6 +13,7 @@ import type { DataView, DataViewsContract } from '@kbn/data-views-plugin/public'
 import type { DashboardStart } from '@kbn/dashboard-plugin/public';
 import type { MapApi } from '@kbn/maps-plugin/public';
 import type { MlApiServices } from '../../../services/ml_api_service';
+import type { MlJobService } from '../../../services/job_service';
 import {
   CREATED_BY_LABEL,
   JOB_TYPE,
@@ -20,7 +21,6 @@ import {
 } from '../../../../../common/constants/new_job';
 import { createEmptyJob, createEmptyDatafeed } from '../common/job_creator/util/default_configs';
 import type { JobCreatorType } from '../common/job_creator';
-import { stashJobForCloning } from '../common/job_creator/util/general';
 import { getJobsItemsFromEmbeddable } from './utils';
 import type { CreateState } from '../job_from_dashboard';
 import { QuickJobCreatorBase } from '../job_from_dashboard';
@@ -43,9 +43,10 @@ export class QuickGeoJobCreator extends QuickJobCreatorBase {
     kibanaConfig: IUiSettingsClient,
     timeFilter: TimefilterContract,
     dashboardService: DashboardStart,
-    mlApiServices: MlApiServices
+    mlApiServices: MlApiServices,
+    mlJobService: MlJobService
   ) {
-    super(dataViews, kibanaConfig, timeFilter, dashboardService, mlApiServices);
+    super(dataViews, kibanaConfig, timeFilter, dashboardService, mlApiServices, mlJobService);
   }
 
   public async createAndSaveGeoJob({
@@ -144,7 +145,7 @@ export class QuickGeoJobCreator extends QuickJobCreatorBase {
       // add job config and start and end dates to the
       // job cloning stash, so they can be used
       // by the new job wizards
-      stashJobForCloning(
+      this.mlJobService.stashJobForCloning(
         {
           jobConfig,
           datafeedConfig,
diff --git a/x-pack/plugins/ml/public/application/jobs/new_job/job_from_map/route_resolver.ts b/x-pack/plugins/ml/public/application/jobs/new_job/job_from_map/route_resolver.ts
index c102f0ee6ddd9..455802fcc3f4a 100644
--- a/x-pack/plugins/ml/public/application/jobs/new_job/job_from_map/route_resolver.ts
+++ b/x-pack/plugins/ml/public/application/jobs/new_job/job_from_map/route_resolver.ts
@@ -10,6 +10,7 @@ import type { TimefilterContract } from '@kbn/data-plugin/public';
 import type { DashboardStart } from '@kbn/dashboard-plugin/public';
 import type { DataViewsContract } from '@kbn/data-views-plugin/public';
 import type { MlApiServices } from '../../../services/ml_api_service';
+import type { MlJobService } from '../../../services/job_service';
 import { QuickGeoJobCreator } from './quick_create_job';
 
 import { getDefaultQuery, getRisonValue } from '../utils/new_job_utils';
@@ -20,6 +21,7 @@ interface Dependencies {
   timeFilter: TimefilterContract;
   dashboardService: DashboardStart;
   mlApiServices: MlApiServices;
+  mlJobService: MlJobService;
 }
 export async function resolver(
   deps: Dependencies,
@@ -32,7 +34,8 @@ export async function resolver(
   toRisonString: string,
   layerRisonString?: string
 ) {
-  const { dataViews, kibanaConfig, timeFilter, dashboardService, mlApiServices } = deps;
+  const { dataViews, kibanaConfig, timeFilter, dashboardService, mlApiServices, mlJobService } =
+    deps;
   const defaultLayer = { query: getDefaultQuery(), filters: [] };
 
   const dashboard = getRisonValue<typeof defaultLayer>(dashboardRisonString, defaultLayer);
@@ -55,7 +58,8 @@ export async function resolver(
     kibanaConfig,
     timeFilter,
     dashboardService,
-    mlApiServices
+    mlApiServices,
+    mlJobService
   );
 
   await jobCreator.createAndStashGeoJob(
diff --git a/x-pack/plugins/ml/public/application/jobs/new_job/job_from_pattern_analysis/quick_create_job.ts b/x-pack/plugins/ml/public/application/jobs/new_job/job_from_pattern_analysis/quick_create_job.ts
index 169ff6fdf5c89..0b81525f4013d 100644
--- a/x-pack/plugins/ml/public/application/jobs/new_job/job_from_pattern_analysis/quick_create_job.ts
+++ b/x-pack/plugins/ml/public/application/jobs/new_job/job_from_pattern_analysis/quick_create_job.ts
@@ -17,8 +17,8 @@ import type { QueryDslQueryContainer } from '@elastic/elasticsearch/lib/api/type
 import { CREATED_BY_LABEL, DEFAULT_BUCKET_SPAN } from '../../../../../common/constants/new_job';
 import { type CreateState, QuickJobCreatorBase } from '../job_from_dashboard/quick_create_job_base';
 import type { MlApiServices } from '../../../services/ml_api_service';
+import type { MlJobService } from '../../../services/job_service';
 import { createEmptyDatafeed, createEmptyJob } from '../common/job_creator/util/default_configs';
-import { stashJobForCloning } from '../common/job_creator/util/general';
 import type { JobCreatorType } from '../common/job_creator';
 
 export const CATEGORIZATION_TYPE = {
@@ -36,9 +36,10 @@ export class QuickCategorizationJobCreator extends QuickJobCreatorBase {
     timeFilter: TimefilterContract,
     dashboardService: DashboardStart,
     private data: DataPublicPluginStart,
-    mlApiServices: MlApiServices
+    mlApiServices: MlApiServices,
+    mlJobService: MlJobService
   ) {
-    super(dataViews, kibanaConfig, timeFilter, dashboardService, mlApiServices);
+    super(dataViews, kibanaConfig, timeFilter, dashboardService, mlApiServices, mlJobService);
   }
 
   public async createAndSaveJob(
@@ -118,7 +119,7 @@ export class QuickCategorizationJobCreator extends QuickJobCreatorBase {
       // add job config and start and end dates to the
       // job cloning stash, so they can be used
       // by the new job wizards
-      stashJobForCloning(
+      this.mlJobService.stashJobForCloning(
         {
           jobConfig,
           datafeedConfig,
diff --git a/x-pack/plugins/ml/public/application/jobs/new_job/job_from_pattern_analysis/route_resolver.ts b/x-pack/plugins/ml/public/application/jobs/new_job/job_from_pattern_analysis/route_resolver.ts
index 69ca29f9a5ab4..a2277babcc195 100644
--- a/x-pack/plugins/ml/public/application/jobs/new_job/job_from_pattern_analysis/route_resolver.ts
+++ b/x-pack/plugins/ml/public/application/jobs/new_job/job_from_pattern_analysis/route_resolver.ts
@@ -15,6 +15,7 @@ import {
   CATEGORIZATION_TYPE,
 } from './quick_create_job';
 import type { MlApiServices } from '../../../services/ml_api_service';
+import type { MlJobService } from '../../../services/job_service';
 
 import { getDefaultDatafeedQuery, getRisonValue } from '../utils/new_job_utils';
 
@@ -24,6 +25,7 @@ interface Dependencies {
   dashboardService: DashboardStart;
   data: DataPublicPluginStart;
   mlApiServices: MlApiServices;
+  mlJobService: MlJobService;
 }
 export async function resolver(
   deps: Dependencies,
@@ -36,7 +38,7 @@ export async function resolver(
   toRisonString: string,
   queryRisonString: string
 ) {
-  const { mlApiServices, timeFilter, kibanaConfig, dashboardService, data } = deps;
+  const { mlApiServices, mlJobService, timeFilter, kibanaConfig, dashboardService, data } = deps;
 
   const query = getRisonValue<QueryDslQueryContainer>(queryRisonString, getDefaultDatafeedQuery());
   const from = getRisonValue<string>(fromRisonString, '');
@@ -57,7 +59,8 @@ export async function resolver(
     timeFilter,
     dashboardService,
     data,
-    mlApiServices
+    mlApiServices,
+    mlJobService
   );
   await jobCreator.createAndStashADJob(
     categorizationType,
diff --git a/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/charts/common/settings.ts b/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/charts/common/settings.ts
index bea93b891466a..d521573f646ce 100644
--- a/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/charts/common/settings.ts
+++ b/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/charts/common/settings.ts
@@ -5,6 +5,7 @@
  * 2.0.
  */
 
+import type { IUiSettingsClient } from '@kbn/core/public';
 import type { TimeBuckets } from '@kbn/ml-time-buckets';
 import { useCurrentThemeVars } from '../../../../../../contexts/kibana';
 import type { JobCreatorType } from '../../../../common/job_creator';
@@ -57,7 +58,11 @@ export const seriesStyle = {
   },
 };
 
-export function getChartSettings(jobCreator: JobCreatorType, chartInterval: TimeBuckets) {
+export function getChartSettings(
+  uiSettings: IUiSettingsClient,
+  jobCreator: JobCreatorType,
+  chartInterval: TimeBuckets
+) {
   const cs = {
     ...defaultChartSettings,
     intervalMs: chartInterval.getInterval().asMilliseconds(),
@@ -68,7 +73,7 @@ export function getChartSettings(jobCreator: JobCreatorType, chartInterval: Time
     // the calculation from TimeBuckets, but without the
     // bar target and max bars which have been set for the
     // general chartInterval
-    const interval = getTimeBucketsFromCache();
+    const interval = getTimeBucketsFromCache(uiSettings);
     interval.setInterval('auto');
     interval.setBounds(chartInterval.getBounds());
     cs.intervalMs = interval.getInterval().asMilliseconds();
diff --git a/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/datafeed_step/components/data_view/change_data_view.tsx b/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/datafeed_step/components/data_view/change_data_view.tsx
index 9fe90643c2f84..cb6a636a8c296 100644
--- a/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/datafeed_step/components/data_view/change_data_view.tsx
+++ b/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/datafeed_step/components/data_view/change_data_view.tsx
@@ -27,6 +27,7 @@ import { FormattedMessage } from '@kbn/i18n-react';
 import { SavedObjectFinder } from '@kbn/saved-objects-finder-plugin/public';
 import { extractErrorMessage } from '@kbn/ml-error-utils';
 
+import { useMlJobService } from '../../../../../../../services/job_service';
 import { JobCreatorContext } from '../../../job_creator_context';
 import type { AdvancedJobCreator } from '../../../../../common/job_creator';
 import { resetAdvancedJob } from '../../../../../common/job_creator/util/general';
@@ -66,6 +67,7 @@ export const ChangeDataViewModal: FC<Props> = ({ onClose }) => {
 
   const { jobCreator: jc } = useContext(JobCreatorContext);
   const jobCreator = jc as AdvancedJobCreator;
+  const mlJobService = useMlJobService();
 
   const [validating, setValidating] = useState(false);
   const [step, setStep] = useState(STEP.PICK_DATA_VIEW);
@@ -123,7 +125,9 @@ export const ChangeDataViewModal: FC<Props> = ({ onClose }) => {
   const applyDataView = useCallback(() => {
     const newIndices = newDataViewTitle.split(',');
     jobCreator.indices = newIndices;
-    resetAdvancedJob(jobCreator, navigateToPath);
+    resetAdvancedJob(mlJobService, jobCreator, navigateToPath);
+    // exclude mlJobService from deps
+    // eslint-disable-next-line react-hooks/exhaustive-deps
   }, [jobCreator, newDataViewTitle, navigateToPath]);
 
   return (
diff --git a/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/datafeed_step/components/time_field/time_field.tsx b/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/datafeed_step/components/time_field/time_field.tsx
index fec9b164c3e9d..bfbcbe76499de 100644
--- a/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/datafeed_step/components/time_field/time_field.tsx
+++ b/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/datafeed_step/components/time_field/time_field.tsx
@@ -10,14 +10,14 @@ import React, { useContext, useEffect, useState } from 'react';
 
 import { TimeFieldSelect } from './time_field_select';
 import { JobCreatorContext } from '../../../job_creator_context';
-import { newJobCapsService } from '../../../../../../../services/new_job_capabilities/new_job_capabilities_service';
+import { useNewJobCapsService } from '../../../../../../../services/new_job_capabilities/new_job_capabilities_service';
 import type { AdvancedJobCreator } from '../../../../../common/job_creator';
 import { Description } from './description';
 
 export const TimeField: FC = () => {
   const { jobCreator: jc, jobCreatorUpdate, jobCreatorUpdated } = useContext(JobCreatorContext);
   const jobCreator = jc as AdvancedJobCreator;
-  const { dateFields } = newJobCapsService;
+  const { dateFields } = useNewJobCapsService();
   const [timeFieldName, setTimeFieldName] = useState(jobCreator.timeFieldName);
 
   useEffect(() => {
diff --git a/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/job_details_step/components/additional_section/components/calendars/calendars_selection.tsx b/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/job_details_step/components/additional_section/components/calendars/calendars_selection.tsx
index 3949339570242..bd3b52f5bb003 100644
--- a/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/job_details_step/components/additional_section/components/calendars/calendars_selection.tsx
+++ b/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/job_details_step/components/additional_section/components/calendars/calendars_selection.tsx
@@ -22,10 +22,9 @@ import {
 import { i18n } from '@kbn/i18n';
 import { JobCreatorContext } from '../../../../../job_creator_context';
 import { Description } from './description';
-import { ml } from '../../../../../../../../../services/ml_api_service';
 import { PLUGIN_ID } from '../../../../../../../../../../../common/constants/app';
 import type { Calendar } from '../../../../../../../../../../../common/types/calendars';
-import { useMlKibana } from '../../../../../../../../../contexts/kibana';
+import { useMlApiContext, useMlKibana } from '../../../../../../../../../contexts/kibana';
 import { GLOBAL_CALENDAR } from '../../../../../../../../../../../common/constants/calendars';
 import { ML_PAGES } from '../../../../../../../../../../../common/constants/locator';
 
@@ -35,6 +34,7 @@ export const CalendarsSelection: FC = () => {
       application: { getUrlForApp },
     },
   } = useMlKibana();
+  const ml = useMlApiContext();
 
   const { jobCreator, jobCreatorUpdate } = useContext(JobCreatorContext);
   const [selectedCalendars, setSelectedCalendars] = useState<Calendar[]>(jobCreator.calendars);
diff --git a/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/advanced_view/metric_selection.tsx b/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/advanced_view/metric_selection.tsx
index 925de492084fb..88e360f837de8 100644
--- a/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/advanced_view/metric_selection.tsx
+++ b/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/advanced_view/metric_selection.tsx
@@ -11,7 +11,7 @@ import React, { Fragment, useContext, useState, useEffect } from 'react';
 import type { Aggregation, Field } from '@kbn/ml-anomaly-utils';
 import { JobCreatorContext } from '../../../job_creator_context';
 import type { AdvancedJobCreator } from '../../../../../common/job_creator';
-import { newJobCapsService } from '../../../../../../../services/new_job_capabilities/new_job_capabilities_service';
+import { useNewJobCapsService } from '../../../../../../../services/new_job_capabilities/new_job_capabilities_service';
 import { MetricSelector } from './metric_selector';
 import type { RichDetector } from '../../../../../common/job_creator/advanced_job_creator';
 import { DetectorList } from './detector_list';
@@ -37,7 +37,7 @@ export const AdvancedDetectors: FC<Props> = ({ setIsValid }) => {
   const { jobCreator: jc, jobCreatorUpdate, jobCreatorUpdated } = useContext(JobCreatorContext);
   const jobCreator = jc as AdvancedJobCreator;
 
-  const { fields, aggs } = newJobCapsService;
+  const { fields, aggs } = useNewJobCapsService();
   const [modalPayload, setModalPayload] = useState<ModalPayload | null>(null);
 
   useEffect(() => {
diff --git a/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/bucket_span_estimator/estimate_bucket_span.ts b/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/bucket_span_estimator/estimate_bucket_span.ts
index 9caa4c89510a2..de279236d8755 100644
--- a/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/bucket_span_estimator/estimate_bucket_span.ts
+++ b/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/bucket_span_estimator/estimate_bucket_span.ts
@@ -8,6 +8,7 @@
 import { useContext, useState } from 'react';
 import { i18n } from '@kbn/i18n';
 import { EVENT_RATE_FIELD_ID } from '@kbn/ml-anomaly-utils';
+import { useMlApiContext } from '../../../../../../../contexts/kibana';
 import { JobCreatorContext } from '../../../job_creator_context';
 import type { BucketSpanEstimatorData } from '../../../../../../../../../common/types/job_service';
 import {
@@ -16,9 +17,8 @@ import {
   isAdvancedJobCreator,
   isRareJobCreator,
 } from '../../../../../common/job_creator';
-import { ml } from '../../../../../../../services/ml_api_service';
 import { useDataSource } from '../../../../../../../contexts/ml';
-import { getToastNotificationService } from '../../../../../../../services/toast_notification_service';
+import { useToastNotificationService } from '../../../../../../../services/toast_notification_service';
 
 export enum ESTIMATE_STATUS {
   NOT_RUNNING,
@@ -26,6 +26,8 @@ export enum ESTIMATE_STATUS {
 }
 
 export function useEstimateBucketSpan() {
+  const toastNotificationService = useToastNotificationService();
+  const ml = useMlApiContext();
   const { jobCreator, jobCreatorUpdate } = useContext(JobCreatorContext);
   const dataSourceContext = useDataSource();
 
@@ -85,7 +87,7 @@ export function useEstimateBucketSpan() {
           defaultMessage: 'Bucket span could not be estimated',
         }
       );
-      getToastNotificationService().displayWarningToast({ title, text });
+      toastNotificationService.displayWarningToast({ title, text });
     } else {
       jobCreator.bucketSpan = name;
       jobCreatorUpdate();
diff --git a/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/by_field/by_field.tsx b/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/by_field/by_field.tsx
index 038a7433a54ee..f52bf8a5dbe3f 100644
--- a/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/by_field/by_field.tsx
+++ b/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/by_field/by_field.tsx
@@ -13,7 +13,7 @@ import type { Field } from '@kbn/ml-anomaly-utils';
 import { SplitFieldSelect } from '../split_field_select';
 import { JobCreatorContext } from '../../../job_creator_context';
 import { filterCategoryFields } from '../../../../../../../../../common/util/fields_utils';
-import { newJobCapsService } from '../../../../../../../services/new_job_capabilities/new_job_capabilities_service';
+import { useNewJobCapsService } from '../../../../../../../services/new_job_capabilities/new_job_capabilities_service';
 import type { PopulationJobCreator } from '../../../../../common/job_creator';
 
 interface Props {
@@ -23,6 +23,7 @@ interface Props {
 export const ByFieldSelector: FC<Props> = ({ detectorIndex }) => {
   const { jobCreator: jc, jobCreatorUpdate, jobCreatorUpdated } = useContext(JobCreatorContext);
   const jobCreator = jc as PopulationJobCreator;
+  const newJobCapsService = useNewJobCapsService();
 
   // eslint-disable-next-line react-hooks/exhaustive-deps
   const runtimeCategoryFields = useMemo(() => filterCategoryFields(jobCreator.runtimeFields), []);
diff --git a/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/categorization_field/categorization_field.tsx b/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/categorization_field/categorization_field.tsx
index f6331d7e55e66..706249cb88b37 100644
--- a/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/categorization_field/categorization_field.tsx
+++ b/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/categorization_field/categorization_field.tsx
@@ -10,7 +10,7 @@ import React, { useContext, useEffect, useState } from 'react';
 
 import { CategorizationFieldSelect } from './categorization_field_select';
 import { JobCreatorContext } from '../../../job_creator_context';
-import { newJobCapsService } from '../../../../../../../services/new_job_capabilities/new_job_capabilities_service';
+import { useNewJobCapsService } from '../../../../../../../services/new_job_capabilities/new_job_capabilities_service';
 import type {
   AdvancedJobCreator,
   CategorizationJobCreator,
@@ -21,7 +21,7 @@ import { Description } from './description';
 export const CategorizationField: FC = () => {
   const { jobCreator: jc, jobCreatorUpdate, jobCreatorUpdated } = useContext(JobCreatorContext);
   const jobCreator = jc as AdvancedJobCreator | CategorizationJobCreator;
-  const { catFields } = newJobCapsService;
+  const { catFields } = useNewJobCapsService();
   const [categorizationFieldName, setCategorizationFieldName] = useState(
     jobCreator.categorizationFieldName
   );
diff --git a/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/categorization_partition_field/categorization_per_partition_dropdown.tsx b/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/categorization_partition_field/categorization_per_partition_dropdown.tsx
index 3435472ef8548..96e3249ede655 100644
--- a/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/categorization_partition_field/categorization_per_partition_dropdown.tsx
+++ b/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/categorization_partition_field/categorization_per_partition_dropdown.tsx
@@ -11,7 +11,7 @@ import { EuiFormRow } from '@elastic/eui';
 import { FormattedMessage } from '@kbn/i18n-react';
 import { JobCreatorContext } from '../../../job_creator_context';
 import type { CategorizationJobCreator } from '../../../../../common/job_creator';
-import { newJobCapsService } from '../../../../../../../services/new_job_capabilities/new_job_capabilities_service';
+import { useNewJobCapsService } from '../../../../../../../services/new_job_capabilities/new_job_capabilities_service';
 import { CategorizationPerPartitionFieldSelect } from './categorization_per_partition_input';
 
 export const CategorizationPerPartitionFieldDropdown = ({
@@ -25,7 +25,7 @@ export const CategorizationPerPartitionFieldDropdown = ({
   const [categorizationPartitionFieldName, setCategorizationPartitionFieldName] = useState<
     string | null
   >(jobCreator.categorizationPerPartitionField);
-  const { categoryFields } = newJobCapsService;
+  const { categoryFields } = useNewJobCapsService();
 
   const filteredCategories = useMemo(
     () => categoryFields.filter((c) => c.id !== jobCreator.categorizationFieldName),
diff --git a/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/categorization_view/category_stopped_partitions.tsx b/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/categorization_view/category_stopped_partitions.tsx
index 30c93bae2f440..912bc1af40e12 100644
--- a/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/categorization_view/category_stopped_partitions.tsx
+++ b/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/categorization_view/category_stopped_partitions.tsx
@@ -13,12 +13,13 @@ import { i18n } from '@kbn/i18n';
 import { from } from 'rxjs';
 import { switchMap, takeWhile, tap } from 'rxjs';
 import { extractErrorProperties } from '@kbn/ml-error-utils';
+import { useMlApiContext } from '../../../../../../../contexts/kibana';
 import { JobCreatorContext } from '../../../job_creator_context';
 import type { CategorizationJobCreator } from '../../../../../common/job_creator';
-import { ml } from '../../../../../../../services/ml_api_service';
 
 const NUMBER_OF_PREVIEW = 5;
 export const CategoryStoppedPartitions: FC = () => {
+  const ml = useMlApiContext();
   const { jobCreator: jc, resultsLoader } = useContext(JobCreatorContext);
   const jobCreator = jc as CategorizationJobCreator;
   const [tableRow, setTableRow] = useState<Array<{ partitionName: string }>>([]);
@@ -62,6 +63,8 @@ export const CategoryStoppedPartitions: FC = () => {
         setStoppedPartitionsError(error.message);
       }
     }
+    // skipping the ml service from deps
+    // eslint-disable-next-line react-hooks/exhaustive-deps
   }, [jobCreator.jobId]);
 
   useEffect(() => {
diff --git a/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/categorization_view/metric_selection.tsx b/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/categorization_view/metric_selection.tsx
index 5d5532069005e..5f25c8c718303 100644
--- a/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/categorization_view/metric_selection.tsx
+++ b/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/categorization_view/metric_selection.tsx
@@ -13,7 +13,7 @@ import {
   type CategoryFieldExample,
   type FieldExampleCheck,
 } from '@kbn/ml-category-validator';
-import { getToastNotificationService } from '../../../../../../../services/toast_notification_service';
+import { useToastNotificationService } from '../../../../../../../services/toast_notification_service';
 
 import { JobCreatorContext } from '../../../job_creator_context';
 import type { CategorizationJobCreator } from '../../../../../common/job_creator';
@@ -33,6 +33,7 @@ interface Props {
 export const CategorizationDetectors: FC<Props> = ({ setIsValid }) => {
   const { jobCreator: jc, jobCreatorUpdate, jobCreatorUpdated } = useContext(JobCreatorContext);
   const jobCreator = jc as CategorizationJobCreator;
+  const toastNotificationService = useToastNotificationService();
 
   const [loadingData, setLoadingData] = useState(false);
   const [ccsVersionFailure, setCcsVersionFailure] = useState(false);
@@ -102,7 +103,7 @@ export const CategorizationDetectors: FC<Props> = ({ setIsValid }) => {
         setFieldExamples(null);
         setValidationChecks([]);
         setOverallValidStatus(CATEGORY_EXAMPLES_VALIDATION_STATUS.INVALID);
-        getToastNotificationService().displayErrorToast(error);
+        toastNotificationService.displayErrorToast(error);
         setCcsVersionFailure(false);
       }
     } else {
diff --git a/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/categorization_view/top_categories.tsx b/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/categorization_view/top_categories.tsx
index 2b86c166ef36a..1a9db2f5c67fb 100644
--- a/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/categorization_view/top_categories.tsx
+++ b/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/categorization_view/top_categories.tsx
@@ -10,14 +10,16 @@ import React, { useContext, useEffect, useState } from 'react';
 import { EuiBasicTable, EuiText } from '@elastic/eui';
 import { FormattedMessage } from '@kbn/i18n-react';
 import { extractErrorProperties } from '@kbn/ml-error-utils';
+import { useMlApiContext } from '../../../../../../../contexts/kibana';
 import { NUMBER_OF_CATEGORY_EXAMPLES } from '../../../../../../../../../common/constants/new_job';
 import { JobCreatorContext } from '../../../job_creator_context';
 import type { CategorizationJobCreator } from '../../../../../common/job_creator';
 import type { Results } from '../../../../../common/results_loader';
-import { ml } from '../../../../../../../services/ml_api_service';
 import { useToastNotificationService } from '../../../../../../../services/toast_notification_service';
 
 export const TopCategories: FC = () => {
+  const ml = useMlApiContext();
+
   const { displayErrorToast } = useToastNotificationService();
   const { jobCreator: jc, resultsLoader } = useContext(JobCreatorContext);
   const jobCreator = jc as CategorizationJobCreator;
diff --git a/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/geo_field/geo_field.tsx b/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/geo_field/geo_field.tsx
index 307493585ae3a..be8767d010f4c 100644
--- a/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/geo_field/geo_field.tsx
+++ b/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/geo_field/geo_field.tsx
@@ -10,14 +10,14 @@ import React, { useContext, useEffect, useState } from 'react';
 
 import { GeoFieldSelect } from './geo_field_select';
 import { JobCreatorContext } from '../../../job_creator_context';
-import { newJobCapsService } from '../../../../../../../services/new_job_capabilities/new_job_capabilities_service';
+import { useNewJobCapsService } from '../../../../../../../services/new_job_capabilities/new_job_capabilities_service';
 import type { GeoJobCreator } from '../../../../../common/job_creator';
 import { Description } from './description';
 
 export const GeoField: FC = () => {
   const { jobCreator: jc, jobCreatorUpdate, jobCreatorUpdated } = useContext(JobCreatorContext);
   const jobCreator = jc as GeoJobCreator;
-  const { geoFields } = newJobCapsService;
+  const { geoFields } = useNewJobCapsService();
   const [geoField, setGeoField] = useState(jobCreator.geoField);
 
   useEffect(() => {
diff --git a/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/influencers/influencers.tsx b/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/influencers/influencers.tsx
index 482870434a522..3026cd7484675 100644
--- a/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/influencers/influencers.tsx
+++ b/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/influencers/influencers.tsx
@@ -10,7 +10,7 @@ import React, { useContext, useEffect, useState } from 'react';
 
 import { InfluencersSelect } from './influencers_select';
 import { JobCreatorContext } from '../../../job_creator_context';
-import { newJobCapsService } from '../../../../../../../services/new_job_capabilities/new_job_capabilities_service';
+import { useNewJobCapsService } from '../../../../../../../services/new_job_capabilities/new_job_capabilities_service';
 import type {
   MultiMetricJobCreator,
   PopulationJobCreator,
@@ -21,7 +21,7 @@ import { Description } from './description';
 export const Influencers: FC = () => {
   const { jobCreator: jc, jobCreatorUpdate, jobCreatorUpdated } = useContext(JobCreatorContext);
   const jobCreator = jc as MultiMetricJobCreator | PopulationJobCreator | AdvancedJobCreator;
-  const { fields } = newJobCapsService;
+  const { fields } = useNewJobCapsService();
   const [influencers, setInfluencers] = useState([...jobCreator.influencers]);
 
   useEffect(() => {
diff --git a/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/metric_selector/index.ts b/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/metric_selector/index.ts
new file mode 100644
index 0000000000000..a046f9c4ade2b
--- /dev/null
+++ b/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/metric_selector/index.ts
@@ -0,0 +1,8 @@
+/*
+ * Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one
+ * or more contributor license agreements. Licensed under the Elastic License
+ * 2.0; you may not use this file except in compliance with the Elastic License
+ * 2.0.
+ */
+
+export { MetricSelector } from './metric_selector';
diff --git a/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/population_view/metric_selector.tsx b/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/metric_selector/metric_selector.tsx
similarity index 97%
rename from x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/population_view/metric_selector.tsx
rename to x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/metric_selector/metric_selector.tsx
index 450e6ea99ea9d..601d94065282a 100644
--- a/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/population_view/metric_selector.tsx
+++ b/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/metric_selector/metric_selector.tsx
@@ -34,7 +34,7 @@ export const MetricSelector: FC<Props> = ({
     <EuiFlexGroup style={{ maxWidth: maxWidth !== undefined ? maxWidth : MAX_WIDTH }}>
       <EuiFlexItem>
         <EuiFormRow
-          label={i18n.translate('xpack.ml.newJob.wizard.pickFieldsStep.populationView.addMetric', {
+          label={i18n.translate('xpack.ml.newJob.wizard.pickFieldsStep.metricSelector.addMetric', {
             defaultMessage: 'Add metric',
           })}
         >
diff --git a/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/multi_metric_view/metric_selection.tsx b/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/multi_metric_view/metric_selection.tsx
index cc8801181db7e..b187447f8b81c 100644
--- a/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/multi_metric_view/metric_selection.tsx
+++ b/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/multi_metric_view/metric_selection.tsx
@@ -8,22 +8,25 @@
 import type { FC } from 'react';
 import React, { Fragment, useContext, useEffect, useState, useMemo } from 'react';
 import type { AggFieldPair } from '@kbn/ml-anomaly-utils';
+
+import { useUiSettings } from '../../../../../../../contexts/kibana';
 import { JobCreatorContext } from '../../../job_creator_context';
 import type { MultiMetricJobCreator } from '../../../../../common/job_creator';
 import type { LineChartData } from '../../../../../common/chart_loader';
 import type { DropDownLabel, DropDownProps } from '../agg_select';
-import { newJobCapsService } from '../../../../../../../services/new_job_capabilities/new_job_capabilities_service';
+import { useNewJobCapsService } from '../../../../../../../services/new_job_capabilities/new_job_capabilities_service';
 import { sortFields } from '../../../../../../../../../common/util/fields_utils';
 import { getChartSettings, defaultChartSettings } from '../../../charts/common/settings';
-import { MetricSelector } from './metric_selector';
+import { MetricSelector } from '../metric_selector';
 import { ChartGrid } from './chart_grid';
-import { getToastNotificationService } from '../../../../../../../services/toast_notification_service';
+import { useToastNotificationService } from '../../../../../../../services/toast_notification_service';
 
 interface Props {
   setIsValid: (na: boolean) => void;
 }
 
 export const MultiMetricDetectors: FC<Props> = ({ setIsValid }) => {
+  const uiSettings = useUiSettings();
   const {
     jobCreator: jc,
     jobCreatorUpdate,
@@ -31,8 +34,9 @@ export const MultiMetricDetectors: FC<Props> = ({ setIsValid }) => {
     chartLoader,
     chartInterval,
   } = useContext(JobCreatorContext);
-
   const jobCreator = jc as MultiMetricJobCreator;
+  const toastNotificationService = useToastNotificationService();
+  const newJobCapsService = useNewJobCapsService();
 
   const fields = useMemo(
     () => sortFields([...newJobCapsService.fields, ...jobCreator.runtimeFields]),
@@ -121,7 +125,7 @@ export const MultiMetricDetectors: FC<Props> = ({ setIsValid }) => {
         )
         .then(setFieldValues)
         .catch((error) => {
-          getToastNotificationService().displayErrorToast(error);
+          toastNotificationService.displayErrorToast(error);
         });
     } else {
       setFieldValues([]);
@@ -140,7 +144,7 @@ export const MultiMetricDetectors: FC<Props> = ({ setIsValid }) => {
     if (allDataReady()) {
       setLoadingData(true);
       try {
-        const cs = getChartSettings(jobCreator, chartInterval);
+        const cs = getChartSettings(uiSettings, jobCreator, chartInterval);
         setChartSettings(cs);
         const resp: LineChartData = await chartLoader.loadLineCharts(
           jobCreator.start,
@@ -154,7 +158,7 @@ export const MultiMetricDetectors: FC<Props> = ({ setIsValid }) => {
         );
         setLineChartsData(resp);
       } catch (error) {
-        getToastNotificationService().displayErrorToast(error);
+        toastNotificationService.displayErrorToast(error);
         setLineChartsData([]);
       }
       setLoadingData(false);
diff --git a/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/multi_metric_view/metric_selection_summary.tsx b/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/multi_metric_view/metric_selection_summary.tsx
index 4c3e624757f90..281163ef0fa24 100644
--- a/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/multi_metric_view/metric_selection_summary.tsx
+++ b/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/multi_metric_view/metric_selection_summary.tsx
@@ -8,23 +8,25 @@
 import type { FC } from 'react';
 import React, { Fragment, useContext, useEffect, useState } from 'react';
 
+import { useUiSettings } from '../../../../../../../contexts/kibana';
 import { JobCreatorContext } from '../../../job_creator_context';
 import type { MultiMetricJobCreator } from '../../../../../common/job_creator';
 import type { Results, ModelItem, Anomaly } from '../../../../../common/results_loader';
 import type { LineChartData } from '../../../../../common/chart_loader';
 import { getChartSettings, defaultChartSettings } from '../../../charts/common/settings';
 import { ChartGrid } from './chart_grid';
-import { getToastNotificationService } from '../../../../../../../services/toast_notification_service';
+import { useToastNotificationService } from '../../../../../../../services/toast_notification_service';
 
 export const MultiMetricDetectorsSummary: FC = () => {
+  const uiSettings = useUiSettings();
   const {
     jobCreator: jc,
     chartLoader,
     resultsLoader,
     chartInterval,
   } = useContext(JobCreatorContext);
-
   const jobCreator = jc as MultiMetricJobCreator;
+  const toastNotificationService = useToastNotificationService();
 
   const [lineChartsData, setLineChartsData] = useState<LineChartData>({});
   const [loadingData, setLoadingData] = useState(false);
@@ -52,7 +54,7 @@ export const MultiMetricDetectorsSummary: FC = () => {
           );
           setFieldValues(tempFieldValues);
         } catch (error) {
-          getToastNotificationService().displayErrorToast(error);
+          toastNotificationService.displayErrorToast(error);
         }
       }
     })();
@@ -60,6 +62,8 @@ export const MultiMetricDetectorsSummary: FC = () => {
     return () => {
       subscription.unsubscribe();
     };
+    // skip toastNotificationService from deps
+    // eslint-disable-next-line react-hooks/exhaustive-deps
   }, [chartLoader, resultsLoader, jobCreator]);
 
   useEffect(() => {
@@ -73,7 +77,7 @@ export const MultiMetricDetectorsSummary: FC = () => {
     if (allDataReady()) {
       setLoadingData(true);
       try {
-        const cs = getChartSettings(jobCreator, chartInterval);
+        const cs = getChartSettings(uiSettings, jobCreator, chartInterval);
         setChartSettings(cs);
         const resp: LineChartData = await chartLoader.loadLineCharts(
           jobCreator.start,
@@ -87,7 +91,7 @@ export const MultiMetricDetectorsSummary: FC = () => {
         );
         setLineChartsData(resp);
       } catch (error) {
-        getToastNotificationService().displayErrorToast(error);
+        toastNotificationService.displayErrorToast(error);
         setLineChartsData({});
       }
       setLoadingData(false);
diff --git a/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/multi_metric_view/metric_selector.tsx b/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/multi_metric_view/metric_selector.tsx
deleted file mode 100644
index 8d193c38bdf11..0000000000000
--- a/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/multi_metric_view/metric_selector.tsx
+++ /dev/null
@@ -1,51 +0,0 @@
-/*
- * Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one
- * or more contributor license agreements. Licensed under the Elastic License
- * 2.0; you may not use this file except in compliance with the Elastic License
- * 2.0.
- */
-
-import type { FC } from 'react';
-import React from 'react';
-import { i18n } from '@kbn/i18n';
-import { EuiFormRow, EuiFlexGroup, EuiFlexItem } from '@elastic/eui';
-import type { Field, AggFieldPair } from '@kbn/ml-anomaly-utils';
-import type { DropDownLabel, DropDownProps } from '../agg_select';
-import { AggSelect } from '../agg_select';
-
-interface Props {
-  fields: Field[];
-  detectorChangeHandler: (options: DropDownLabel[]) => void;
-  selectedOptions: DropDownProps;
-  maxWidth?: number;
-  removeOptions: AggFieldPair[];
-}
-
-const MAX_WIDTH = 560;
-
-export const MetricSelector: FC<Props> = ({
-  fields,
-  detectorChangeHandler,
-  selectedOptions,
-  maxWidth,
-  removeOptions,
-}) => {
-  return (
-    <EuiFlexGroup style={{ maxWidth: maxWidth !== undefined ? maxWidth : MAX_WIDTH }}>
-      <EuiFlexItem>
-        <EuiFormRow
-          label={i18n.translate('xpack.ml.newJob.wizard.pickFieldsStep.multiMetricView.addMetric', {
-            defaultMessage: 'Add metric',
-          })}
-        >
-          <AggSelect
-            fields={fields}
-            changeHandler={detectorChangeHandler}
-            selectedOptions={selectedOptions}
-            removeOptions={removeOptions}
-          />
-        </EuiFormRow>
-      </EuiFlexItem>
-    </EuiFlexGroup>
-  );
-};
diff --git a/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/population_field/population_field.tsx b/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/population_field/population_field.tsx
index 4e19acb99914f..02b6130bb49e3 100644
--- a/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/population_field/population_field.tsx
+++ b/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/population_field/population_field.tsx
@@ -12,7 +12,7 @@ import type { Field } from '@kbn/ml-anomaly-utils';
 import { SplitFieldSelect } from '../split_field_select';
 import { JobCreatorContext } from '../../../job_creator_context';
 import { filterCategoryFields } from '../../../../../../../../../common/util/fields_utils';
-import { newJobCapsService } from '../../../../../../../services/new_job_capabilities/new_job_capabilities_service';
+import { useNewJobCapsService } from '../../../../../../../services/new_job_capabilities/new_job_capabilities_service';
 import { Description } from './description';
 import type { PopulationJobCreator, RareJobCreator } from '../../../../../common/job_creator';
 import { isPopulationJobCreator } from '../../../../../common/job_creator';
@@ -20,6 +20,7 @@ import { isPopulationJobCreator } from '../../../../../common/job_creator';
 export const PopulationFieldSelector: FC = () => {
   const { jobCreator: jc, jobCreatorUpdate, jobCreatorUpdated } = useContext(JobCreatorContext);
   const jobCreator = jc as PopulationJobCreator | RareJobCreator;
+  const newJobCapsService = useNewJobCapsService();
 
   // eslint-disable-next-line react-hooks/exhaustive-deps
   const runtimeCategoryFields = useMemo(() => filterCategoryFields(jobCreator.runtimeFields), []);
diff --git a/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/population_view/metric_selection.tsx b/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/population_view/metric_selection.tsx
index cca8f5af98342..81dd83b9e157c 100644
--- a/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/population_view/metric_selection.tsx
+++ b/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/population_view/metric_selection.tsx
@@ -9,17 +9,19 @@ import type { FC } from 'react';
 import React, { Fragment, useContext, useEffect, useState, useReducer, useMemo } from 'react';
 import { EuiHorizontalRule } from '@elastic/eui';
 import type { Field, AggFieldPair } from '@kbn/ml-anomaly-utils';
+
+import { useUiSettings } from '../../../../../../../contexts/kibana';
 import { JobCreatorContext } from '../../../job_creator_context';
 import type { PopulationJobCreator } from '../../../../../common/job_creator';
 import type { LineChartData } from '../../../../../common/chart_loader';
 import type { DropDownLabel, DropDownProps } from '../agg_select';
-import { newJobCapsService } from '../../../../../../../services/new_job_capabilities/new_job_capabilities_service';
+import { useNewJobCapsService } from '../../../../../../../services/new_job_capabilities/new_job_capabilities_service';
 import { sortFields } from '../../../../../../../../../common/util/fields_utils';
 import { getChartSettings, defaultChartSettings } from '../../../charts/common/settings';
-import { MetricSelector } from './metric_selector';
+import { MetricSelector } from '../metric_selector';
 import { PopulationFieldSelector } from '../population_field';
 import { ChartGrid } from './chart_grid';
-import { getToastNotificationService } from '../../../../../../../services/toast_notification_service';
+import { useToastNotificationService } from '../../../../../../../services/toast_notification_service';
 
 interface Props {
   setIsValid: (na: boolean) => void;
@@ -28,6 +30,7 @@ interface Props {
 type DetectorFieldValues = Record<number, string[]>;
 
 export const PopulationDetectors: FC<Props> = ({ setIsValid }) => {
+  const uiSettings = useUiSettings();
   const {
     jobCreator: jc,
     jobCreatorUpdate,
@@ -36,6 +39,8 @@ export const PopulationDetectors: FC<Props> = ({ setIsValid }) => {
     chartInterval,
   } = useContext(JobCreatorContext);
   const jobCreator = jc as PopulationJobCreator;
+  const toastNotificationService = useToastNotificationService();
+  const newJobCapsService = useNewJobCapsService();
 
   const fields = useMemo(
     () => sortFields([...newJobCapsService.fields, ...jobCreator.runtimeFields]),
@@ -157,7 +162,7 @@ export const PopulationDetectors: FC<Props> = ({ setIsValid }) => {
     if (allDataReady()) {
       setLoadingData(true);
       try {
-        const cs = getChartSettings(jobCreator, chartInterval);
+        const cs = getChartSettings(uiSettings, jobCreator, chartInterval);
         setChartSettings(cs);
         const resp: LineChartData = await chartLoader.loadPopulationCharts(
           jobCreator.start,
@@ -171,7 +176,7 @@ export const PopulationDetectors: FC<Props> = ({ setIsValid }) => {
 
         setLineChartsData(resp);
       } catch (error) {
-        getToastNotificationService().displayErrorToast(error);
+        toastNotificationService.displayErrorToast(error);
         setLineChartsData([]);
       }
       setLoadingData(false);
diff --git a/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/population_view/metric_selection_summary.tsx b/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/population_view/metric_selection_summary.tsx
index 3b52b455208a0..907bbc48f2aab 100644
--- a/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/population_view/metric_selection_summary.tsx
+++ b/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/population_view/metric_selection_summary.tsx
@@ -9,19 +9,21 @@ import type { FC } from 'react';
 import React, { Fragment, useContext, useEffect, useState } from 'react';
 import { EuiSpacer } from '@elastic/eui';
 import { FormattedMessage } from '@kbn/i18n-react';
-
 import type { Field, AggFieldPair } from '@kbn/ml-anomaly-utils';
+
+import { useUiSettings } from '../../../../../../../contexts/kibana';
 import { JobCreatorContext } from '../../../job_creator_context';
 import type { PopulationJobCreator } from '../../../../../common/job_creator';
 import type { Results, ModelItem, Anomaly } from '../../../../../common/results_loader';
 import type { LineChartData } from '../../../../../common/chart_loader';
 import { getChartSettings, defaultChartSettings } from '../../../charts/common/settings';
 import { ChartGrid } from './chart_grid';
-import { getToastNotificationService } from '../../../../../../../services/toast_notification_service';
+import { useToastNotificationService } from '../../../../../../../services/toast_notification_service';
 
 type DetectorFieldValues = Record<number, string[]>;
 
 export const PopulationDetectorsSummary: FC = () => {
+  const uiSettings = useUiSettings();
   const {
     jobCreator: jc,
     chartLoader,
@@ -29,6 +31,7 @@ export const PopulationDetectorsSummary: FC = () => {
     chartInterval,
   } = useContext(JobCreatorContext);
   const jobCreator = jc as PopulationJobCreator;
+  const toastNotificationService = useToastNotificationService();
 
   const [aggFieldPairList, setAggFieldPairList] = useState<AggFieldPair[]>(
     jobCreator.aggFieldPairs
@@ -77,7 +80,7 @@ export const PopulationDetectorsSummary: FC = () => {
     if (allDataReady()) {
       setLoadingData(true);
       try {
-        const cs = getChartSettings(jobCreator, chartInterval);
+        const cs = getChartSettings(uiSettings, jobCreator, chartInterval);
         setChartSettings(cs);
         const resp: LineChartData = await chartLoader.loadPopulationCharts(
           jobCreator.start,
@@ -91,7 +94,7 @@ export const PopulationDetectorsSummary: FC = () => {
 
         setLineChartsData(resp);
       } catch (error) {
-        getToastNotificationService().displayErrorToast(error);
+        toastNotificationService.displayErrorToast(error);
         setLineChartsData({});
       }
       setLoadingData(false);
diff --git a/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/rare_field/rare_field.tsx b/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/rare_field/rare_field.tsx
index ecb88faecfe33..31c70d0d9c22d 100644
--- a/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/rare_field/rare_field.tsx
+++ b/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/rare_field/rare_field.tsx
@@ -12,13 +12,14 @@ import type { Field } from '@kbn/ml-anomaly-utils';
 import { RareFieldSelect } from './rare_field_select';
 import { JobCreatorContext } from '../../../job_creator_context';
 import { filterCategoryFields } from '../../../../../../../../../common/util/fields_utils';
-import { newJobCapsService } from '../../../../../../../services/new_job_capabilities/new_job_capabilities_service';
+import { useNewJobCapsService } from '../../../../../../../services/new_job_capabilities/new_job_capabilities_service';
 import { Description } from './description';
 import type { RareJobCreator } from '../../../../../common/job_creator';
 
 export const RareFieldSelector: FC = () => {
   const { jobCreator: jc, jobCreatorUpdate, jobCreatorUpdated } = useContext(JobCreatorContext);
   const jobCreator = jc as RareJobCreator;
+  const newJobCapsService = useNewJobCapsService();
 
   // eslint-disable-next-line react-hooks/exhaustive-deps
   const runtimeCategoryFields = useMemo(() => filterCategoryFields(jobCreator.runtimeFields), []);
diff --git a/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/single_metric_view/metric_selection.tsx b/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/single_metric_view/metric_selection.tsx
index 39cb00dd3b8c3..e37b1722e9bc2 100644
--- a/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/single_metric_view/metric_selection.tsx
+++ b/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/single_metric_view/metric_selection.tsx
@@ -8,16 +8,18 @@
 import type { FC } from 'react';
 import React, { Fragment, useContext, useEffect, useState, useMemo } from 'react';
 import type { AggFieldPair } from '@kbn/ml-anomaly-utils';
+
+import { useUiSettings } from '../../../../../../../contexts/kibana';
 import { JobCreatorContext } from '../../../job_creator_context';
 import type { SingleMetricJobCreator } from '../../../../../common/job_creator';
 import type { LineChartData } from '../../../../../common/chart_loader';
 import type { DropDownLabel, DropDownProps } from '../agg_select';
 import { AggSelect, createLabel } from '../agg_select';
-import { newJobCapsService } from '../../../../../../../services/new_job_capabilities/new_job_capabilities_service';
+import { useNewJobCapsService } from '../../../../../../../services/new_job_capabilities/new_job_capabilities_service';
 import { sortFields } from '../../../../../../../../../common/util/fields_utils';
 import { AnomalyChart, CHART_TYPE } from '../../../charts/anomaly_chart';
 import { getChartSettings } from '../../../charts/common/settings';
-import { getToastNotificationService } from '../../../../../../../services/toast_notification_service';
+import { useToastNotificationService } from '../../../../../../../services/toast_notification_service';
 
 interface Props {
   setIsValid: (na: boolean) => void;
@@ -26,6 +28,7 @@ interface Props {
 const DTR_IDX = 0;
 
 export const SingleMetricDetectors: FC<Props> = ({ setIsValid }) => {
+  const uiSettings = useUiSettings();
   const {
     jobCreator: jc,
     jobCreatorUpdate,
@@ -34,6 +37,8 @@ export const SingleMetricDetectors: FC<Props> = ({ setIsValid }) => {
     chartInterval,
   } = useContext(JobCreatorContext);
   const jobCreator = jc as SingleMetricJobCreator;
+  const toastNotificationService = useToastNotificationService();
+  const newJobCapsService = useNewJobCapsService();
 
   const fields = useMemo(
     () => sortFields([...newJobCapsService.fields, ...jobCreator.runtimeFields]),
@@ -90,7 +95,7 @@ export const SingleMetricDetectors: FC<Props> = ({ setIsValid }) => {
     if (aggFieldPair !== null) {
       setLoadingData(true);
       try {
-        const cs = getChartSettings(jobCreator, chartInterval);
+        const cs = getChartSettings(uiSettings, jobCreator, chartInterval);
         const resp: LineChartData = await chartLoader.loadLineCharts(
           jobCreator.start,
           jobCreator.end,
@@ -105,7 +110,7 @@ export const SingleMetricDetectors: FC<Props> = ({ setIsValid }) => {
           setLineChartData(resp);
         }
       } catch (error) {
-        getToastNotificationService().displayErrorToast(error);
+        toastNotificationService.displayErrorToast(error);
         setLineChartData({});
       }
       setLoadingData(false);
diff --git a/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/single_metric_view/metric_selection_summary.tsx b/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/single_metric_view/metric_selection_summary.tsx
index eddc3d7f14886..bc65018cbffa8 100644
--- a/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/single_metric_view/metric_selection_summary.tsx
+++ b/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/single_metric_view/metric_selection_summary.tsx
@@ -7,17 +7,19 @@
 
 import type { FC } from 'react';
 import React, { Fragment, useContext, useEffect, useState } from 'react';
+import { useUiSettings } from '../../../../../../../contexts/kibana';
 import { JobCreatorContext } from '../../../job_creator_context';
 import type { SingleMetricJobCreator } from '../../../../../common/job_creator';
 import type { Results, ModelItem, Anomaly } from '../../../../../common/results_loader';
 import type { LineChartData } from '../../../../../common/chart_loader';
 import { AnomalyChart, CHART_TYPE } from '../../../charts/anomaly_chart';
 import { getChartSettings } from '../../../charts/common/settings';
-import { getToastNotificationService } from '../../../../../../../services/toast_notification_service';
+import { useToastNotificationService } from '../../../../../../../services/toast_notification_service';
 
 const DTR_IDX = 0;
 
 export const SingleMetricDetectorsSummary: FC = () => {
+  const uiSettings = useUiSettings();
   const {
     jobCreator: jc,
     chartLoader,
@@ -25,6 +27,7 @@ export const SingleMetricDetectorsSummary: FC = () => {
     chartInterval,
   } = useContext(JobCreatorContext);
   const jobCreator = jc as SingleMetricJobCreator;
+  const toastNotificationService = useToastNotificationService();
 
   const [lineChartsData, setLineChartData] = useState<LineChartData>({});
   const [loadingData, setLoadingData] = useState(false);
@@ -56,7 +59,7 @@ export const SingleMetricDetectorsSummary: FC = () => {
     if (jobCreator.aggFieldPair !== null) {
       setLoadingData(true);
       try {
-        const cs = getChartSettings(jobCreator, chartInterval);
+        const cs = getChartSettings(uiSettings, jobCreator, chartInterval);
         const resp: LineChartData = await chartLoader.loadLineCharts(
           jobCreator.start,
           jobCreator.end,
@@ -71,7 +74,7 @@ export const SingleMetricDetectorsSummary: FC = () => {
           setLineChartData(resp);
         }
       } catch (error) {
-        getToastNotificationService().displayErrorToast(error);
+        toastNotificationService.displayErrorToast(error);
         setLineChartData({});
       }
       setLoadingData(false);
diff --git a/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/single_metric_view/settings.tsx b/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/single_metric_view/settings.tsx
index f8181709ad408..a68832ae3aea3 100644
--- a/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/single_metric_view/settings.tsx
+++ b/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/single_metric_view/settings.tsx
@@ -10,6 +10,7 @@ import React, { Fragment, useContext } from 'react';
 import { FormattedMessage } from '@kbn/i18n-react';
 import { EuiFlexGroup, EuiFlexItem, EuiButtonEmpty } from '@elastic/eui';
 
+import { useMlJobService } from '../../../../../../../services/job_service';
 import { useNavigateToPath } from '../../../../../../../contexts/kibana';
 
 import { convertToMultiMetricJob } from '../../../../../common/job_creator/util/general';
@@ -25,10 +26,11 @@ interface Props {
 
 export const SingleMetricSettings: FC<Props> = ({ setIsValid }) => {
   const { jobCreator } = useContext(JobCreatorContext);
+  const mlJobService = useMlJobService();
   const navigateToPath = useNavigateToPath();
 
   const convertToMultiMetric = () => {
-    convertToMultiMetricJob(jobCreator, navigateToPath);
+    convertToMultiMetricJob(mlJobService, jobCreator, navigateToPath);
   };
 
   return (
diff --git a/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/split_field/split_field.tsx b/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/split_field/split_field.tsx
index b096798538da2..d98ad4256844d 100644
--- a/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/split_field/split_field.tsx
+++ b/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/split_field/split_field.tsx
@@ -12,7 +12,7 @@ import type { Field } from '@kbn/ml-anomaly-utils';
 import { SplitFieldSelect } from '../split_field_select';
 import { JobCreatorContext } from '../../../job_creator_context';
 import { filterCategoryFields } from '../../../../../../../../../common/util/fields_utils';
-import { newJobCapsService } from '../../../../../../../services/new_job_capabilities/new_job_capabilities_service';
+import { useNewJobCapsService } from '../../../../../../../services/new_job_capabilities/new_job_capabilities_service';
 import { Description } from './description';
 import type { MultiMetricJobCreator, RareJobCreator } from '../../../../../common/job_creator';
 import { isMultiMetricJobCreator } from '../../../../../common/job_creator';
@@ -20,6 +20,7 @@ import { isMultiMetricJobCreator } from '../../../../../common/job_creator';
 export const SplitFieldSelector: FC = () => {
   const { jobCreator: jc, jobCreatorUpdate, jobCreatorUpdated } = useContext(JobCreatorContext);
   const jobCreator = jc as MultiMetricJobCreator | RareJobCreator;
+  const newJobCapsService = useNewJobCapsService();
 
   // eslint-disable-next-line react-hooks/exhaustive-deps
   const runtimeCategoryFields = useMemo(() => filterCategoryFields(jobCreator.runtimeFields), []);
diff --git a/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/summary_count_field/summary_count_field.tsx b/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/summary_count_field/summary_count_field.tsx
index 106a437ba9089..5f5465745a1c5 100644
--- a/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/summary_count_field/summary_count_field.tsx
+++ b/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/pick_fields_step/components/summary_count_field/summary_count_field.tsx
@@ -10,7 +10,7 @@ import React, { useContext, useEffect, useState } from 'react';
 
 import { SummaryCountFieldSelect } from './summary_count_field_select';
 import { JobCreatorContext } from '../../../job_creator_context';
-import { newJobCapsService } from '../../../../../../../services/new_job_capabilities/new_job_capabilities_service';
+import { useNewJobCapsService } from '../../../../../../../services/new_job_capabilities/new_job_capabilities_service';
 import type {
   MultiMetricJobCreator,
   PopulationJobCreator,
@@ -28,7 +28,7 @@ export const SummaryCountField: FC = () => {
   } = useContext(JobCreatorContext);
 
   const jobCreator = jc as MultiMetricJobCreator | PopulationJobCreator | AdvancedJobCreator;
-  const { fields } = newJobCapsService;
+  const { fields } = useNewJobCapsService();
   const [summaryCountFieldName, setSummaryCountFieldName] = useState(
     jobCreator.summaryCountFieldName
   );
diff --git a/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/summary_step/summary.tsx b/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/summary_step/summary.tsx
index aabbb0b3aea63..446c16e50618d 100644
--- a/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/summary_step/summary.tsx
+++ b/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/summary_step/summary.tsx
@@ -24,7 +24,7 @@ import type { StepProps } from '../step_types';
 import { WIZARD_STEPS } from '../step_types';
 import { JobCreatorContext } from '../job_creator_context';
 import type { JobRunner } from '../../../common/job_runner';
-import { mlJobService } from '../../../../../services/job_service';
+import { useMlJobService } from '../../../../../services/job_service';
 import { JsonEditorFlyout, EDITOR_MODE } from '../common/json_editor_flyout';
 import { isSingleMetricJobCreator, isAdvancedJobCreator } from '../../../common/job_creator';
 import { JobDetails } from './components/job_details';
@@ -49,6 +49,7 @@ export const SummaryStep: FC<StepProps> = ({ setCurrentStep, isCurrentStep }) =>
       http: { basePath },
     },
   } = useMlKibana();
+  const mlJobService = useMlJobService();
 
   const navigateToPath = useNavigateToPath();
 
@@ -107,7 +108,7 @@ export const SummaryStep: FC<StepProps> = ({ setCurrentStep, isCurrentStep }) =>
     try {
       await jobCreator.createJob();
       await jobCreator.createDatafeed();
-      advancedStartDatafeed(showStartModal ? jobCreator : null, navigateToPath);
+      advancedStartDatafeed(mlJobService, showStartModal ? jobCreator : null, navigateToPath);
     } catch (error) {
       handleJobCreationError(error);
     }
@@ -135,11 +136,11 @@ export const SummaryStep: FC<StepProps> = ({ setCurrentStep, isCurrentStep }) =>
   }
 
   function clickResetJob() {
-    resetJob(jobCreator, navigateToPath);
+    resetJob(mlJobService, jobCreator, navigateToPath);
   }
 
   const convertToAdvanced = () => {
-    convertToAdvancedJob(jobCreator, navigateToPath);
+    convertToAdvancedJob(mlJobService, jobCreator, navigateToPath);
   };
 
   useEffect(() => {
diff --git a/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/validation_step/validation.tsx b/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/validation_step/validation.tsx
index ea2752c279a6c..4f92bfeee19c0 100644
--- a/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/validation_step/validation.tsx
+++ b/x-pack/plugins/ml/public/application/jobs/new_job/pages/components/validation_step/validation.tsx
@@ -11,7 +11,6 @@ import { WizardNav } from '../wizard_nav';
 import type { StepProps } from '../step_types';
 import { WIZARD_STEPS } from '../step_types';
 import { JobCreatorContext } from '../job_creator_context';
-import { ml } from '../../../../../services/ml_api_service';
 import { ValidateJob } from '../../../../../components/validate_job';
 import { JOB_TYPE } from '../../../../../../../common/constants/new_job';
 import { SkipValidationButton } from './skip_validatoin';
@@ -67,7 +66,6 @@ export const ValidationStep: FC<StepProps> = ({ setCurrentStep, isCurrentStep })
           <ValidateJob
             getJobConfig={getJobConfig}
             getDuration={getDuration}
-            ml={ml}
             embedded={true}
             setIsValid={setIsValid}
             idFilterList={idFilterList}
diff --git a/x-pack/plugins/ml/public/application/jobs/new_job/pages/index_or_search/preconfigured_job_redirect.ts b/x-pack/plugins/ml/public/application/jobs/new_job/pages/index_or_search/preconfigured_job_redirect.ts
index ecb7d0663f517..37d39b7ca787c 100644
--- a/x-pack/plugins/ml/public/application/jobs/new_job/pages/index_or_search/preconfigured_job_redirect.ts
+++ b/x-pack/plugins/ml/public/application/jobs/new_job/pages/index_or_search/preconfigured_job_redirect.ts
@@ -7,11 +7,12 @@
 
 import type { ApplicationStart } from '@kbn/core/public';
 import type { DataViewsContract } from '@kbn/data-views-plugin/public';
-import { mlJobService } from '../../../../services/job_service';
+import type { MlJobService } from '../../../../services/job_service';
 import type { Job, Datafeed } from '../../../../../../common/types/anomaly_detection_jobs';
 import { CREATED_BY_LABEL, JOB_TYPE } from '../../../../../../common/constants/new_job';
 
 export async function preConfiguredJobRedirect(
+  mlJobService: MlJobService,
   dataViewsService: DataViewsContract,
   basePath: string,
   navigateToUrl: ApplicationStart['navigateToUrl']
diff --git a/x-pack/plugins/ml/public/application/jobs/new_job/pages/job_type/page.tsx b/x-pack/plugins/ml/public/application/jobs/new_job/pages/job_type/page.tsx
index ddea5031d4bb0..2d49f1f17727e 100644
--- a/x-pack/plugins/ml/public/application/jobs/new_job/pages/job_type/page.tsx
+++ b/x-pack/plugins/ml/public/application/jobs/new_job/pages/job_type/page.tsx
@@ -35,6 +35,7 @@ import { MlPageHeader } from '../../../../components/page_header';
 export const Page: FC = () => {
   const {
     services: {
+      chrome: { recentlyAccessed },
       share,
       notifications: { toasts },
     },
@@ -133,7 +134,12 @@ export const Page: FC = () => {
       { absolute: true }
     );
 
-    addItemToRecentlyAccessed(ML_PAGES.DATA_VISUALIZER_INDEX_VIEWER, title, dataVisualizerLink);
+    addItemToRecentlyAccessed(
+      ML_PAGES.DATA_VISUALIZER_INDEX_VIEWER,
+      title,
+      dataVisualizerLink,
+      recentlyAccessed
+    );
     navigateToPath(`/jobs/new_job/datavisualizer${getUrlParams()}`);
   };
 
diff --git a/x-pack/plugins/ml/public/application/jobs/new_job/pages/new_job/page.tsx b/x-pack/plugins/ml/public/application/jobs/new_job/pages/new_job/page.tsx
index a5286d400513c..e4cc4dd88a4e2 100644
--- a/x-pack/plugins/ml/public/application/jobs/new_job/pages/new_job/page.tsx
+++ b/x-pack/plugins/ml/public/application/jobs/new_job/pages/new_job/page.tsx
@@ -33,10 +33,10 @@ import { MapLoader } from '../../common/map_loader';
 import { ResultsLoader } from '../../common/results_loader';
 import { JobValidator } from '../../common/job_validator';
 import { useDataSource } from '../../../../contexts/ml';
-import { useMlKibana } from '../../../../contexts/kibana';
+import { useMlApiContext, useMlKibana } from '../../../../contexts/kibana';
 import type { ExistingJobsAndGroups } from '../../../../services/job_service';
-import { mlJobService } from '../../../../services/job_service';
-import { newJobCapsService } from '../../../../services/new_job_capabilities/new_job_capabilities_service';
+import { useMlJobService } from '../../../../services/job_service';
+import { useNewJobCapsService } from '../../../../services/new_job_capabilities/new_job_capabilities_service';
 import { getNewJobDefaults } from '../../../../services/ml_server_info';
 import { useToastNotificationService } from '../../../../services/toast_notification_service';
 import { MlPageHeader } from '../../../../components/page_header';
@@ -56,12 +56,18 @@ export const Page: FC<PageProps> = ({ existingJobsAndGroups, jobType }) => {
   const {
     services: { maps: mapsPlugin, uiSettings },
   } = useMlKibana();
+  const ml = useMlApiContext();
+  const mlJobService = useMlJobService();
+  const newJobCapsService = useNewJobCapsService();
 
   const chartInterval = useTimeBuckets(uiSettings);
 
   const jobCreator = useMemo(
     () =>
       jobCreatorFactory(jobType)(
+        ml,
+        mlJobService,
+        newJobCapsService,
         dataSourceContext.selectedDataView,
         dataSourceContext.selectedSavedSearch,
         dataSourceContext.combinedQuery
@@ -202,13 +208,13 @@ export const Page: FC<PageProps> = ({ existingJobsAndGroups, jobType }) => {
   chartInterval.setInterval('auto');
 
   const chartLoader = useMemo(
-    () => new ChartLoader(dataSourceContext.selectedDataView, jobCreator.query),
-    [dataSourceContext.selectedDataView, jobCreator.query]
+    () => new ChartLoader(ml, dataSourceContext.selectedDataView, jobCreator.query),
+    [ml, dataSourceContext.selectedDataView, jobCreator.query]
   );
 
   const mapLoader = useMemo(
-    () => new MapLoader(dataSourceContext.selectedDataView, jobCreator.query, mapsPlugin),
-    [dataSourceContext.selectedDataView, jobCreator.query, mapsPlugin]
+    () => new MapLoader(ml, dataSourceContext.selectedDataView, jobCreator.query, mapsPlugin),
+    [ml, dataSourceContext.selectedDataView, jobCreator.query, mapsPlugin]
   );
 
   const resultsLoader = useMemo(
diff --git a/x-pack/plugins/ml/public/application/jobs/new_job/pages/new_job/wizard.tsx b/x-pack/plugins/ml/public/application/jobs/new_job/pages/new_job/wizard.tsx
index 00950df1c3136..29a6166cd1ead 100644
--- a/x-pack/plugins/ml/public/application/jobs/new_job/pages/new_job/wizard.tsx
+++ b/x-pack/plugins/ml/public/application/jobs/new_job/pages/new_job/wizard.tsx
@@ -20,7 +20,7 @@ import type { ChartLoader } from '../../common/chart_loader';
 import type { MapLoader } from '../../common/map_loader';
 import type { ResultsLoader } from '../../common/results_loader';
 import type { JobValidator } from '../../common/job_validator';
-import { newJobCapsService } from '../../../../services/new_job_capabilities/new_job_capabilities_service';
+import { useNewJobCapsService } from '../../../../services/new_job_capabilities/new_job_capabilities_service';
 import { WizardSteps } from './wizard_steps';
 import { WizardHorizontalSteps } from './wizard_horizontal_steps';
 import { JOB_TYPE } from '../../../../../../common/constants/new_job';
@@ -46,6 +46,7 @@ export const Wizard: FC<Props> = ({
   existingJobsAndGroups,
   firstWizardStep = WIZARD_STEPS.TIME_RANGE,
 }) => {
+  const newJobCapsService = useNewJobCapsService();
   const [jobCreatorUpdated, setJobCreatorUpdate] = useState(0);
   const jobCreatorUpdate = useCallback(() => {
     setJobCreatorUpdate((prev) => prev + 1);
diff --git a/x-pack/plugins/ml/public/application/management/jobs_list/components/jobs_list_page/jobs_list_page.tsx b/x-pack/plugins/ml/public/application/management/jobs_list/components/jobs_list_page/jobs_list_page.tsx
index 6c31aa8d043bf..7dbcbf5809ae2 100644
--- a/x-pack/plugins/ml/public/application/management/jobs_list/components/jobs_list_page/jobs_list_page.tsx
+++ b/x-pack/plugins/ml/public/application/management/jobs_list/components/jobs_list_page/jobs_list_page.tsx
@@ -80,8 +80,8 @@ export const JobsListPage: FC<Props> = ({
   const [refreshJobs, setRefreshJobs] = useState<(() => void) | null>(null);
 
   const mlServices = useMemo(
-    () => getMlGlobalServices(coreStart.http, data.dataViews, usageCollection),
-    [coreStart.http, data.dataViews, usageCollection]
+    () => getMlGlobalServices(coreStart, data.dataViews, usageCollection),
+    [coreStart, data.dataViews, usageCollection]
   );
 
   const check = async () => {
diff --git a/x-pack/plugins/ml/public/application/ml_nodes_check/check_ml_nodes.ts b/x-pack/plugins/ml/public/application/ml_nodes_check/check_ml_nodes.ts
index 2d96721204654..78afdd80fcc24 100644
--- a/x-pack/plugins/ml/public/application/ml_nodes_check/check_ml_nodes.ts
+++ b/x-pack/plugins/ml/public/application/ml_nodes_check/check_ml_nodes.ts
@@ -5,7 +5,6 @@
  * 2.0.
  */
 
-import { ml } from '../services/ml_api_service';
 import type { MlApiServices } from '../services/ml_api_service';
 import type { MlNodeCount } from '../../../common/types/ml_server_info';
 
@@ -13,9 +12,9 @@ let mlNodeCount: number = 0;
 let lazyMlNodeCount: number = 0;
 let userHasPermissionToViewMlNodeCount: boolean = false;
 
-export async function getMlNodeCount(mlApiServices?: MlApiServices): Promise<MlNodeCount> {
+export async function getMlNodeCount(mlApiServices: MlApiServices): Promise<MlNodeCount> {
   try {
-    const nodes = await (mlApiServices ?? ml).mlNodeCount();
+    const nodes = await mlApiServices.mlNodeCount();
     mlNodeCount = nodes.count;
     lazyMlNodeCount = nodes.lazyNodeCount;
     userHasPermissionToViewMlNodeCount = true;
diff --git a/x-pack/plugins/ml/public/application/overview/components/analytics_panel/analytics_panel.tsx b/x-pack/plugins/ml/public/application/overview/components/analytics_panel/analytics_panel.tsx
index 902fbddc518c4..c94f594f548c5 100644
--- a/x-pack/plugins/ml/public/application/overview/components/analytics_panel/analytics_panel.tsx
+++ b/x-pack/plugins/ml/public/application/overview/components/analytics_panel/analytics_panel.tsx
@@ -20,7 +20,7 @@ import {
 import type { MlStorageKey, TMlStorageMapped } from '../../../../../common/types/storage';
 import { ML_OVERVIEW_PANELS } from '../../../../../common/types/storage';
 import { AnalyticsTable } from './table';
-import { getAnalyticsFactory } from '../../../data_frame_analytics/pages/analytics_management/services/analytics_service';
+import { useGetAnalytics } from '../../../data_frame_analytics/pages/analytics_management/services/analytics_service';
 import type { DataFrameAnalyticsListRow } from '../../../data_frame_analytics/pages/analytics_management/components/analytics_list/common';
 import { useMlLink } from '../../../contexts/kibana';
 import { ML_PAGES } from '../../../../../common/constants/locator';
@@ -60,7 +60,7 @@ export const AnalyticsPanel: FC<Props> = ({ setLazyJobCount }) => {
     setAnalyticsStats(result);
   }, []);
 
-  const getAnalytics = getAnalyticsFactory(
+  const getAnalytics = useGetAnalytics(
     setAnalytics,
     setAnalyticsStatsCustom,
     setErrorMessage,
diff --git a/x-pack/plugins/ml/public/application/overview/components/anomaly_detection_panel/anomaly_detection_panel.tsx b/x-pack/plugins/ml/public/application/overview/components/anomaly_detection_panel/anomaly_detection_panel.tsx
index dba7581577058..c33681f69f76a 100644
--- a/x-pack/plugins/ml/public/application/overview/components/anomaly_detection_panel/anomaly_detection_panel.tsx
+++ b/x-pack/plugins/ml/public/application/overview/components/anomaly_detection_panel/anomaly_detection_panel.tsx
@@ -17,9 +17,8 @@ import { ML_OVERVIEW_PANELS } from '../../../../../common/types/storage';
 import { ML_PAGES } from '../../../../../common/constants/locator';
 import { OverviewStatsBar } from '../../../components/collapsible_panel/collapsible_panel';
 import { CollapsiblePanel } from '../../../components/collapsible_panel';
-import { useMlKibana, useMlLink } from '../../../contexts/kibana';
+import { useMlApiContext, useMlKibana, useMlLink } from '../../../contexts/kibana';
 import { AnomalyDetectionTable } from './table';
-import { ml } from '../../../services/ml_api_service';
 import { getGroupsFromJobs, getStatsBarData } from './utils';
 import type { Dictionary } from '../../../../../common/types/common';
 import type {
@@ -57,6 +56,7 @@ export const AnomalyDetectionPanel: FC<Props> = ({ anomalyTimelineService, setLa
   const {
     services: { charts: chartsService },
   } = useMlKibana();
+  const ml = useMlApiContext();
 
   const { displayErrorToast } = useToastNotificationService();
   const { showNodeInfo } = useEnabledFeatures();
diff --git a/x-pack/plugins/ml/public/application/routing/resolvers.ts b/x-pack/plugins/ml/public/application/routing/resolvers.ts
index ed7b6af3a48da..e94f4e189f63c 100644
--- a/x-pack/plugins/ml/public/application/routing/resolvers.ts
+++ b/x-pack/plugins/ml/public/application/routing/resolvers.ts
@@ -7,9 +7,10 @@
 
 import { getMlNodeCount } from '../ml_nodes_check/check_ml_nodes';
 import { loadMlServerInfo } from '../services/ml_server_info';
+import type { MlApiServices } from '../services/ml_api_service';
 
 export interface Resolvers {
-  [name: string]: () => Promise<any>;
+  [name: string]: (mlApiServices: MlApiServices) => Promise<any>;
 }
 export type ResolverResults =
   | {
diff --git a/x-pack/plugins/ml/public/application/routing/routes/data_frame_analytics/analytics_job_creation.tsx b/x-pack/plugins/ml/public/application/routing/routes/data_frame_analytics/analytics_job_creation.tsx
index 0fd239559a30d..ffbcb0b8564ae 100644
--- a/x-pack/plugins/ml/public/application/routing/routes/data_frame_analytics/analytics_job_creation.tsx
+++ b/x-pack/plugins/ml/public/application/routing/routes/data_frame_analytics/analytics_job_creation.tsx
@@ -13,6 +13,7 @@ import { dynamic } from '@kbn/shared-ux-utility';
 import { DataSourceContextProvider } from '../../../contexts/ml';
 import { ML_PAGES } from '../../../../locator';
 import type { NavigateToPath } from '../../../contexts/kibana';
+import { useMlApiContext } from '../../../contexts/kibana';
 import { useMlKibana } from '../../../contexts/kibana';
 import type { MlRoute, PageProps } from '../../router';
 import { createPath, PageLoader } from '../../router';
@@ -57,6 +58,7 @@ const PageWrapper: FC<PageProps> = ({ location }) => {
       savedSearch: savedSearchService,
     },
   } = useMlKibana();
+  const mlApiServices = useMlApiContext();
 
   const { context } = useRouteResolver(
     'full',
@@ -67,6 +69,7 @@ const PageWrapper: FC<PageProps> = ({ location }) => {
         loadNewJobCapabilities(
           index,
           savedSearchId,
+          mlApiServices,
           dataViewsService,
           savedSearchService,
           DATA_FRAME_ANALYTICS
diff --git a/x-pack/plugins/ml/public/application/routing/routes/explorer/explorer.tsx b/x-pack/plugins/ml/public/application/routing/routes/explorer/explorer.tsx
index a96e5b7c4e736..04cd415527ace 100644
--- a/x-pack/plugins/ml/public/application/routing/routes/explorer/explorer.tsx
+++ b/x-pack/plugins/ml/public/application/routing/routes/explorer/explorer.tsx
@@ -19,7 +19,7 @@ import { useMlKibana } from '../../../contexts/kibana';
 import type { MlRoute, PageProps } from '../../router';
 import { createPath, PageLoader } from '../../router';
 import { useRouteResolver } from '../../use_resolver';
-import { mlJobService } from '../../../services/job_service';
+import { useMlJobService } from '../../../services/job_service';
 import { getDateFormatTz } from '../../../explorer/explorer_utils';
 import { getBreadcrumbWithUrlForApp } from '../../breadcrumbs';
 import { MlAnnotationUpdatesContext } from '../../../contexts/ml/ml_annotation_updates_context';
@@ -57,13 +57,15 @@ const PageWrapper: FC<PageProps> = () => {
   const {
     services: {
       mlServices: { mlApiServices },
+      uiSettings,
     },
   } = useMlKibana();
+  const mlJobService = useMlJobService();
 
   const { context, results } = useRouteResolver('full', ['canGetJobs'], {
     ...basicResolvers(),
     jobs: mlJobService.loadJobsWrapper,
-    jobsWithTimeRange: () => mlApiServices.jobs.jobsWithTimerange(getDateFormatTz()),
+    jobsWithTimeRange: () => mlApiServices.jobs.jobsWithTimerange(getDateFormatTz(uiSettings)),
   });
 
   const annotationUpdatesService = useMemo(() => new AnnotationUpdatesService(), []);
diff --git a/x-pack/plugins/ml/public/application/routing/routes/explorer/state_manager.tsx b/x-pack/plugins/ml/public/application/routing/routes/explorer/state_manager.tsx
index 1c32c29804711..1aa59116be935 100644
--- a/x-pack/plugins/ml/public/application/routing/routes/explorer/state_manager.tsx
+++ b/x-pack/plugins/ml/public/application/routing/routes/explorer/state_manager.tsx
@@ -21,7 +21,6 @@ import { useMlKibana } from '../../../contexts/kibana';
 import type { MlJobWithTimeRange } from '../../../../../common/types/anomaly_detection_jobs';
 import { useRefresh } from '../../use_refresh';
 import { Explorer } from '../../../explorer';
-import { ml } from '../../../services/ml_api_service';
 import { useExplorerData } from '../../../explorer/actions';
 import { useJobSelection } from '../../../components/job_selector/use_job_selection';
 import { useTableInterval } from '../../../components/controls/select_interval';
@@ -40,8 +39,9 @@ export const ExplorerUrlStateManager: FC<ExplorerUrlStateManagerProps> = ({
   jobsWithTimeRange,
 }) => {
   const {
-    services: { cases, presentationUtil, uiSettings },
+    services: { cases, presentationUtil, uiSettings, mlServices },
   } = useMlKibana();
+  const { mlApiServices: ml } = mlServices;
 
   const [globalState] = useUrlState('_g');
   const [stoppedPartitions, setStoppedPartitions] = useState<string[] | undefined>();
@@ -94,6 +94,7 @@ export const ExplorerUrlStateManager: FC<ExplorerUrlStateManagerProps> = ({
       // eslint-disable-next-line no-console
       console.error(error);
     }
+    // eslint-disable-next-line react-hooks/exhaustive-deps
   }, []);
 
   useEffect(
diff --git a/x-pack/plugins/ml/public/application/routing/routes/new_job/from_lens.tsx b/x-pack/plugins/ml/public/application/routing/routes/new_job/from_lens.tsx
index 0602332d33380..210198b54afbb 100644
--- a/x-pack/plugins/ml/public/application/routing/routes/new_job/from_lens.tsx
+++ b/x-pack/plugins/ml/public/application/routing/routes/new_job/from_lens.tsx
@@ -15,6 +15,7 @@ import type { MlRoute, PageProps } from '../../router';
 import { createPath, PageLoader } from '../../router';
 import { useRouteResolver } from '../../use_resolver';
 import { resolver } from '../../../jobs/new_job/job_from_lens';
+import { useMlJobService } from '../../../services/job_service';
 
 export const fromLensRouteFactory = (): MlRoute => ({
   path: createPath(ML_PAGES.ANOMALY_DETECTION_CREATE_JOB_FROM_LENS),
@@ -43,11 +44,20 @@ const PageWrapper: FC<PageProps> = ({ location }) => {
       lens,
     },
   } = useMlKibana();
+  const mlJobService = useMlJobService();
 
   const { context } = useRouteResolver('full', ['canCreateJob'], {
     redirect: () =>
       resolver(
-        { dataViews, lens, mlApiServices, timeFilter, kibanaConfig, dashboardService },
+        {
+          dataViews,
+          lens,
+          mlApiServices,
+          mlJobService,
+          timeFilter,
+          kibanaConfig,
+          dashboardService,
+        },
         vis,
         from,
         to,
diff --git a/x-pack/plugins/ml/public/application/routing/routes/new_job/from_map.tsx b/x-pack/plugins/ml/public/application/routing/routes/new_job/from_map.tsx
index ff30edf35e84a..0ba538ec24348 100644
--- a/x-pack/plugins/ml/public/application/routing/routes/new_job/from_map.tsx
+++ b/x-pack/plugins/ml/public/application/routing/routes/new_job/from_map.tsx
@@ -15,6 +15,7 @@ import type { MlRoute, PageProps } from '../../router';
 import { createPath, PageLoader } from '../../router';
 import { useRouteResolver } from '../../use_resolver';
 import { resolver } from '../../../jobs/new_job/job_from_map';
+import { useMlJobService } from '../../../services/job_service';
 
 export const fromMapRouteFactory = (): MlRoute => ({
   path: createPath(ML_PAGES.ANOMALY_DETECTION_CREATE_JOB_FROM_MAP),
@@ -49,11 +50,12 @@ const PageWrapper: FC<PageProps> = ({ location }) => {
       mlServices: { mlApiServices },
     },
   } = useMlKibana();
+  const mlJobService = useMlJobService();
 
   const { context } = useRouteResolver('full', ['canCreateJob'], {
     redirect: () =>
       resolver(
-        { dataViews, mlApiServices, timeFilter, kibanaConfig, dashboardService },
+        { dataViews, mlApiServices, mlJobService, timeFilter, kibanaConfig, dashboardService },
         dashboard,
         dataViewId,
         embeddable,
diff --git a/x-pack/plugins/ml/public/application/routing/routes/new_job/from_pattern_analysis.tsx b/x-pack/plugins/ml/public/application/routing/routes/new_job/from_pattern_analysis.tsx
index bf1327abe1770..e6bc8f046a97b 100644
--- a/x-pack/plugins/ml/public/application/routing/routes/new_job/from_pattern_analysis.tsx
+++ b/x-pack/plugins/ml/public/application/routing/routes/new_job/from_pattern_analysis.tsx
@@ -15,6 +15,7 @@ import type { MlRoute, PageProps } from '../../router';
 import { createPath, PageLoader } from '../../router';
 import { useRouteResolver } from '../../use_resolver';
 import { resolver } from '../../../jobs/new_job/job_from_pattern_analysis';
+import { useMlJobService } from '../../../services/job_service';
 
 export const fromPatternAnalysisRouteFactory = (): MlRoute => ({
   path: createPath(ML_PAGES.ANOMALY_DETECTION_CREATE_JOB_FROM_PATTERN_ANALYSIS),
@@ -43,12 +44,14 @@ const PageWrapper: FC<PageProps> = ({ location }) => {
       mlServices: { mlApiServices },
     },
   } = useMlKibana();
+  const mlJobService = useMlJobService();
 
   const { context } = useRouteResolver('full', ['canCreateJob'], {
     redirect: () =>
       resolver(
         {
           mlApiServices,
+          mlJobService,
           timeFilter: data.query.timefilter.timefilter,
           kibanaConfig,
           dashboardService,
diff --git a/x-pack/plugins/ml/public/application/routing/routes/new_job/index_or_search.tsx b/x-pack/plugins/ml/public/application/routing/routes/new_job/index_or_search.tsx
index d08ab910fdb26..8cc537990b192 100644
--- a/x-pack/plugins/ml/public/application/routing/routes/new_job/index_or_search.tsx
+++ b/x-pack/plugins/ml/public/application/routing/routes/new_job/index_or_search.tsx
@@ -21,6 +21,7 @@ import { basicResolvers } from '../../resolvers';
 import { preConfiguredJobRedirect } from '../../../jobs/new_job/pages/index_or_search';
 import { getBreadcrumbWithUrlForApp } from '../../breadcrumbs';
 import { NavigateToPageButton } from '../../components/navigate_to_page_button';
+import { useMlJobService } from '../../../services/job_service';
 
 enum MODE {
   NEW_JOB,
@@ -218,11 +219,12 @@ const PageWrapper: FC<IndexOrSearchPageProps> = ({ nextStepPath, mode, extraButt
       data: { dataViews: dataViewsService },
     },
   } = useMlKibana();
+  const mlJobService = useMlJobService();
 
   const newJobResolvers = {
     ...basicResolvers(),
     preConfiguredJobRedirect: () =>
-      preConfiguredJobRedirect(dataViewsService, basePath.get(), navigateToUrl),
+      preConfiguredJobRedirect(mlJobService, dataViewsService, basePath.get(), navigateToUrl),
   };
 
   const { context } = useRouteResolver(
diff --git a/x-pack/plugins/ml/public/application/routing/routes/new_job/recognize.tsx b/x-pack/plugins/ml/public/application/routing/routes/new_job/recognize.tsx
index fc954a44c1377..0a6166c3ff3b0 100644
--- a/x-pack/plugins/ml/public/application/routing/routes/new_job/recognize.tsx
+++ b/x-pack/plugins/ml/public/application/routing/routes/new_job/recognize.tsx
@@ -13,7 +13,7 @@ import { dynamic } from '@kbn/shared-ux-utility';
 import { basicResolvers } from '../../resolvers';
 import { ML_PAGES } from '../../../../locator';
 import type { NavigateToPath } from '../../../contexts/kibana';
-import { useMlKibana, useNavigateToPath } from '../../../contexts/kibana';
+import { useMlApiContext, useMlKibana, useNavigateToPath } from '../../../contexts/kibana';
 import type { MlRoute, PageProps } from '../../router';
 import { createPath, PageLoader } from '../../router';
 import { useRouteResolver } from '../../use_resolver';
@@ -21,6 +21,7 @@ import { mlJobServiceFactory } from '../../../services/job_service';
 import { getBreadcrumbWithUrlForApp } from '../../breadcrumbs';
 import { useCreateADLinks } from '../../../components/custom_hooks/use_create_ad_links';
 import { DataSourceContextProvider } from '../../../contexts/ml';
+import { useToastNotificationService } from '../../../services/toast_notification_service';
 
 const Page = dynamic(async () => ({
   default: (await import('../../../jobs/new_job/recognize')).Page,
@@ -54,15 +55,13 @@ export const checkViewOrCreateRouteFactory = (): MlRoute => ({
 
 const PageWrapper: FC<PageProps> = ({ location }) => {
   const { id } = parse(location.search, { sort: false });
-  const {
-    services: {
-      mlServices: { mlApiServices },
-    },
-  } = useMlKibana();
+  const mlApiServices = useMlApiContext();
+  const toastNotificationService = useToastNotificationService();
 
   const { context, results } = useRouteResolver('full', ['canGetJobs'], {
     ...basicResolvers(),
-    existingJobsAndGroups: () => mlJobServiceFactory(undefined, mlApiServices).getJobAndGroupIds(),
+    existingJobsAndGroups: () =>
+      mlJobServiceFactory(toastNotificationService, mlApiServices).getJobAndGroupIds(),
   });
 
   return (
diff --git a/x-pack/plugins/ml/public/application/routing/routes/new_job/wizard.tsx b/x-pack/plugins/ml/public/application/routing/routes/new_job/wizard.tsx
index 7955e8cb7dc9d..66ef374b4879e 100644
--- a/x-pack/plugins/ml/public/application/routing/routes/new_job/wizard.tsx
+++ b/x-pack/plugins/ml/public/application/routing/routes/new_job/wizard.tsx
@@ -20,6 +20,7 @@ import { createPath, PageLoader } from '../../router';
 import { useRouteResolver } from '../../use_resolver';
 import { JOB_TYPE } from '../../../../../common/constants/new_job';
 import { mlJobServiceFactory } from '../../../services/job_service';
+import { useToastNotificationService } from '../../../services/toast_notification_service';
 import {
   loadNewJobCapabilities,
   ANOMALY_DETECTOR,
@@ -209,20 +210,24 @@ const PageWrapper: FC<WizardPageProps> = ({ location, jobType }) => {
       mlServices: { mlApiServices },
     },
   } = useMlKibana();
+  const toastNotificationService = useToastNotificationService();
 
   const { context, results } = useRouteResolver('full', ['canGetJobs', 'canCreateJob'], {
     ...basicResolvers(),
     // TODO useRouteResolver should be responsible for the redirect
-    privileges: () => checkCreateJobsCapabilitiesResolver(redirectToJobsManagementPage),
+    privileges: () =>
+      checkCreateJobsCapabilitiesResolver(mlApiServices, redirectToJobsManagementPage),
     jobCaps: () =>
       loadNewJobCapabilities(
         index,
         savedSearchId,
+        mlApiServices,
         dataViewsService,
         savedSearchService,
         ANOMALY_DETECTOR
       ),
-    existingJobsAndGroups: () => mlJobServiceFactory(undefined, mlApiServices).getJobAndGroupIds(),
+    existingJobsAndGroups: () =>
+      mlJobServiceFactory(toastNotificationService, mlApiServices).getJobAndGroupIds(),
   });
 
   return (
diff --git a/x-pack/plugins/ml/public/application/routing/routes/timeseriesexplorer/state_manager.tsx b/x-pack/plugins/ml/public/application/routing/routes/timeseriesexplorer/state_manager.tsx
index 5b74ef608c110..fa1753a4342fc 100644
--- a/x-pack/plugins/ml/public/application/routing/routes/timeseriesexplorer/state_manager.tsx
+++ b/x-pack/plugins/ml/public/application/routing/routes/timeseriesexplorer/state_manager.tsx
@@ -15,11 +15,11 @@ import { useTimefilter } from '@kbn/ml-date-picker';
 import type { IUiSettingsClient } from '@kbn/core/public';
 import type { TimeRangeBounds } from '@kbn/ml-time-buckets';
 import { getViewableDetectors } from '../../../timeseriesexplorer/timeseriesexplorer_utils/get_viewable_detectors';
-import { useMlKibana, useNotifications } from '../../../contexts/kibana';
+import { useNotifications } from '../../../contexts/kibana';
 import type { MlJobWithTimeRange } from '../../../../../common/types/anomaly_detection_jobs';
 import { isTimeSeriesViewJob } from '../../../../../common/util/job_utils';
 import { TimeSeriesExplorer } from '../../../timeseriesexplorer';
-import { mlJobService } from '../../../services/job_service';
+import { useMlJobService } from '../../../services/job_service';
 import { useForecastService } from '../../../services/forecast_service';
 import { useTimeSeriesExplorerService } from '../../../util/time_series_explorer_service';
 import { APP_STATE_ACTION } from '../../../timeseriesexplorer/timeseriesexplorer_constants';
@@ -28,7 +28,6 @@ import { TimeSeriesExplorerPage } from '../../../timeseriesexplorer/timeseriesex
 import { TimeseriesexplorerNoJobsFound } from '../../../timeseriesexplorer/components/timeseriesexplorer_no_jobs_found';
 import { useTableInterval } from '../../../components/controls/select_interval';
 import { useTableSeverity } from '../../../components/controls/select_severity';
-import { useToastNotificationService } from '../../../services/toast_notification_service';
 import { useTimeSeriesExplorerUrlState } from '../../../timeseriesexplorer/hooks/use_timeseriesexplorer_url_state';
 import type { TimeSeriesExplorerAppState } from '../../../../../common/types/locator';
 import { useJobSelectionFlyout } from '../../../contexts/ml/use_job_selection_flyout';
@@ -46,14 +45,9 @@ export const TimeSeriesExplorerUrlStateManager: FC<TimeSeriesExplorerUrlStateMan
   config,
   jobsWithTimeRange,
 }) => {
-  const {
-    services: {
-      data: { dataViews: dataViewsService },
-    },
-  } = useMlKibana();
+  const mlJobService = useMlJobService();
   const { toasts } = useNotifications();
   const mlForecastService = useForecastService();
-  const toastNotificationService = useToastNotificationService();
   const [timeSeriesExplorerUrlState, setTimeSeriesExplorerUrlState] =
     useTimeSeriesExplorerUrlState();
   const [globalState, setGlobalState] = useUrlState('_g');
@@ -204,6 +198,7 @@ export const TimeSeriesExplorerUrlStateManager: FC<TimeSeriesExplorerUrlStateMan
       jobsWithTimeRange,
       selectedJobIds,
       setGlobalState,
+      mlJobService,
       toasts,
       getJobSelection
     );
@@ -270,7 +265,7 @@ export const TimeSeriesExplorerUrlStateManager: FC<TimeSeriesExplorerUrlStateMan
   const tzConfig = config.get('dateFormat:tz');
   const dateFormatTz = tzConfig !== 'Browser' ? tzConfig : moment.tz.guess();
 
-  if (timeSeriesJobs.length === 0) {
+  if (timeSeriesJobs.length === 0 || selectedJobId === undefined) {
     return (
       <TimeSeriesExplorerPage dateFormatTz={dateFormatTz} noSingleMetricJobsFound>
         <TimeseriesexplorerNoJobsFound />
@@ -294,8 +289,6 @@ export const TimeSeriesExplorerUrlStateManager: FC<TimeSeriesExplorerUrlStateMan
   return (
     <TimeSeriesExplorer
       {...{
-        dataViewsService,
-        toastNotificationService,
         appStateHandler,
         autoZoomDuration,
         bounds,
diff --git a/x-pack/plugins/ml/public/application/routing/routes/timeseriesexplorer/timeseriesexplorer.tsx b/x-pack/plugins/ml/public/application/routing/routes/timeseriesexplorer/timeseriesexplorer.tsx
index 301fcf3958b34..b7e7c7a4332c0 100644
--- a/x-pack/plugins/ml/public/application/routing/routes/timeseriesexplorer/timeseriesexplorer.tsx
+++ b/x-pack/plugins/ml/public/application/routing/routes/timeseriesexplorer/timeseriesexplorer.tsx
@@ -13,7 +13,7 @@ import { ML_PAGES } from '../../../../locator';
 import type { NavigateToPath } from '../../../contexts/kibana';
 import { useMlApiContext, useUiSettings } from '../../../contexts/kibana';
 import { getDateFormatTz } from '../../../explorer/explorer_utils';
-import { mlJobService } from '../../../services/job_service';
+import { useMlJobService } from '../../../services/job_service';
 import type { MlRoute, PageProps } from '../../router';
 import { createPath, PageLoader } from '../../router';
 import { useRouteResolver } from '../../use_resolver';
@@ -50,11 +50,12 @@ export const timeSeriesExplorerRouteFactory = (
 
 const PageWrapper: FC<PageProps> = ({ deps }) => {
   const mlApi = useMlApiContext();
+  const mlJobService = useMlJobService();
   const uiSettings = useUiSettings();
   const { context, results } = useRouteResolver('full', ['canGetJobs'], {
     ...basicResolvers(),
     jobs: mlJobService.loadJobsWrapper,
-    jobsWithTimeRange: () => mlApi.jobs.jobsWithTimerange(getDateFormatTz()),
+    jobsWithTimeRange: () => mlApi.jobs.jobsWithTimerange(getDateFormatTz(uiSettings)),
   });
 
   const annotationUpdatesService = useMemo(() => new AnnotationUpdatesService(), []);
diff --git a/x-pack/plugins/ml/public/application/routing/use_resolver.tsx b/x-pack/plugins/ml/public/application/routing/use_resolver.tsx
index 5c67ed9769426..d7e7e8762caaf 100644
--- a/x-pack/plugins/ml/public/application/routing/use_resolver.tsx
+++ b/x-pack/plugins/ml/public/application/routing/use_resolver.tsx
@@ -10,7 +10,7 @@ import { i18n } from '@kbn/i18n';
 import useMount from 'react-use/lib/useMount';
 import { AccessDeniedCallout } from '../access_denied';
 import { PLUGIN_ID } from '../../../common/constants/app';
-import { useMlKibana, useMlLicenseInfo } from '../contexts/kibana';
+import { useMlApiContext, useMlKibana, useMlLicenseInfo } from '../contexts/kibana';
 import { type MlCapabilitiesKey } from '../../../common/types/capabilities';
 import { usePermissionCheck } from '../capabilities/check_capabilities';
 import type { ResolverResults, Resolvers } from './resolvers';
@@ -54,7 +54,7 @@ export const useRouteResolver = (
       },
     },
   } = useMlKibana();
-
+  const mlApiServices = useMlApiContext();
   const mlLicenseInfo = useMlLicenseInfo();
 
   useMount(function refreshCapabilitiesOnMount() {
@@ -119,10 +119,12 @@ export const useRouteResolver = (
       p[c] = {};
       return p;
     }, {} as Exclude<ResolverResults, undefined>);
-    const res = await Promise.all(funcs.map((r) => r()));
+    const res = await Promise.all(funcs.map((r) => r(mlApiServices)));
     res.forEach((r, i) => (tempResults[funcNames[i]] = r));
 
     return tempResults;
+    // skip mlApiServices from deps
+    // eslint-disable-next-line react-hooks/exhaustive-deps
   }, []);
 
   useEffect(
diff --git a/x-pack/plugins/ml/public/application/services/calendar_service.ts b/x-pack/plugins/ml/public/application/services/calendar_service.ts
index 3db4c5a3b9020..d44653e5ee86b 100644
--- a/x-pack/plugins/ml/public/application/services/calendar_service.ts
+++ b/x-pack/plugins/ml/public/application/services/calendar_service.ts
@@ -6,19 +6,20 @@
  */
 
 import { i18n } from '@kbn/i18n';
-import { ml } from './ml_api_service';
 import type { Calendar, CalendarId } from '../../../common/types/calendars';
 import type { JobId } from '../../../common/types/anomaly_detection_jobs';
+import type { MlApiServices } from './ml_api_service';
+
 class CalendarService {
   /**
    * Assigns a job id to the calendar.
    * @param calendar
    * @param jobId
    */
-  async assignNewJobId(calendar: Calendar, jobId: JobId) {
+  async assignNewJobId(mlApiServices: MlApiServices, calendar: Calendar, jobId: JobId) {
     const { calendar_id: calendarId } = calendar;
     try {
-      await ml.updateCalendar({
+      await mlApiServices.updateCalendar({
         ...calendar,
         calendarId,
         job_ids: [...calendar.job_ids, jobId],
@@ -37,9 +38,12 @@ class CalendarService {
    * Fetches calendars by the list of ids.
    * @param calendarIds
    */
-  async fetchCalendarsByIds(calendarIds: CalendarId[]): Promise<Calendar[]> {
+  async fetchCalendarsByIds(
+    mlApiServices: MlApiServices,
+    calendarIds: CalendarId[]
+  ): Promise<Calendar[]> {
     try {
-      const calendars = await ml.calendars({ calendarIds });
+      const calendars = await mlApiServices.calendars({ calendarIds });
       return Array.isArray(calendars) ? calendars : [calendars];
     } catch (e) {
       throw new Error(
diff --git a/x-pack/plugins/ml/public/application/services/field_format_service.ts b/x-pack/plugins/ml/public/application/services/field_format_service.ts
index d01a7294d9c0a..509e791cc75a4 100644
--- a/x-pack/plugins/ml/public/application/services/field_format_service.ts
+++ b/x-pack/plugins/ml/public/application/services/field_format_service.ts
@@ -6,7 +6,7 @@
  */
 
 import { mlFunctionToESAggregation } from '../../../common/util/job_utils';
-import { mlJobService } from './job_service';
+import type { MlJobService } from './job_service';
 import type { MlIndexUtils } from '../util/index_service';
 import type { MlApiServices } from './ml_api_service';
 
@@ -19,7 +19,11 @@ export class FieldFormatService {
   indexPatternIdsByJob: IndexPatternIdsByJob = {};
   formatsByJob: FormatsByJobId = {};
 
-  constructor(private mlApiServices: MlApiServices, private mlIndexUtils: MlIndexUtils) {}
+  constructor(
+    private mlApiServices: MlApiServices,
+    private mlIndexUtils: MlIndexUtils,
+    private mlJobService: MlJobService
+  ) {}
 
   // Populate the service with the FieldFormats for the list of jobs with the
   // specified IDs. List of Kibana data views is passed, with a title
@@ -40,7 +44,7 @@ export class FieldFormatService {
             const { jobs } = await this.mlApiServices.getJobs({ jobId });
             jobObj = jobs[0];
           } else {
-            jobObj = mlJobService.getJob(jobId);
+            jobObj = this.mlJobService.getJob(jobId);
           }
           return {
             jobId,
@@ -85,7 +89,7 @@ export class FieldFormatService {
       const { jobs } = await this.mlApiServices.getJobs({ jobId });
       jobObj = jobs[0];
     } else {
-      jobObj = mlJobService.getJob(jobId);
+      jobObj = this.mlJobService.getJob(jobId);
     }
     const detectors = jobObj.analysis_config.detectors || [];
     const formatsByDetector: any[] = [];
diff --git a/x-pack/plugins/ml/public/application/services/field_format_service_factory.ts b/x-pack/plugins/ml/public/application/services/field_format_service_factory.ts
index daefab69154c5..fc59dbdf03ce4 100644
--- a/x-pack/plugins/ml/public/application/services/field_format_service_factory.ts
+++ b/x-pack/plugins/ml/public/application/services/field_format_service_factory.ts
@@ -8,10 +8,12 @@
 import { type MlFieldFormatService, FieldFormatService } from './field_format_service';
 import type { MlIndexUtils } from '../util/index_service';
 import type { MlApiServices } from './ml_api_service';
+import type { MlJobService } from './job_service';
 
 export function fieldFormatServiceFactory(
   mlApiServices: MlApiServices,
-  mlIndexUtils: MlIndexUtils
+  mlIndexUtils: MlIndexUtils,
+  mlJobService: MlJobService
 ): MlFieldFormatService {
-  return new FieldFormatService(mlApiServices, mlIndexUtils);
+  return new FieldFormatService(mlApiServices, mlIndexUtils, mlJobService);
 }
diff --git a/x-pack/plugins/ml/public/application/services/http_service.ts b/x-pack/plugins/ml/public/application/services/http_service.ts
index cd283c5d58652..86e2266d22351 100644
--- a/x-pack/plugins/ml/public/application/services/http_service.ts
+++ b/x-pack/plugins/ml/public/application/services/http_service.ts
@@ -7,7 +7,6 @@
 
 import { Observable } from 'rxjs';
 import type { HttpFetchOptionsWithPath, HttpFetchOptions, HttpStart } from '@kbn/core/public';
-import { getHttp } from '../util/dependency_cache';
 
 function getResultHeaders(headers: HeadersInit) {
   return {
@@ -48,17 +47,6 @@ function getFetchOptions(options: HttpFetchOptionsWithPath): {
   };
 }
 
-/**
- * Function for making HTTP requests to Kibana's backend.
- * Wrapper for Kibana's HttpHandler.
- *
- * @deprecated use {@link HttpService} instead
- */
-export async function http<T>(options: HttpFetchOptionsWithPath): Promise<T> {
-  const { path, fetchOptions } = getFetchOptions(options);
-  return getHttp().fetch<T>(path, fetchOptions);
-}
-
 /**
  * ML Http Service
  */
diff --git a/x-pack/plugins/ml/public/application/services/job_service.d.ts b/x-pack/plugins/ml/public/application/services/job_service.d.ts
index 509144e96b221..685a0cf86cf9a 100644
--- a/x-pack/plugins/ml/public/application/services/job_service.d.ts
+++ b/x-pack/plugins/ml/public/application/services/job_service.d.ts
@@ -10,6 +10,7 @@ import type { CombinedJob, Datafeed, Job } from '../../../common/types/anomaly_d
 import type { Calendar } from '../../../common/types/calendars';
 import type { ToastNotificationService } from './toast_notification_service';
 import type { MlApiServices } from './ml_api_service';
+import type { JobCreatorType } from '../jobs/new_job/common/job_creator';
 
 export interface ExistingJobsAndGroups {
   jobIds: string[];
@@ -40,16 +41,28 @@ export declare interface MlJobService {
     start: number | undefined,
     end: number | undefined
   ): Promise<any>;
+  forceStartDatafeeds(
+    dIds: string[],
+    start: number | undefined,
+    end: number | undefined
+  ): Promise<any>;
   createResultsUrl(jobId: string[], start: number, end: number, location: string): string;
   getJobAndGroupIds(): Promise<ExistingJobsAndGroups>;
   getJob(jobId: string): CombinedJob;
   loadJobsWrapper(): Promise<CombinedJob[]>;
   customUrlsByJob: Record<string, any[]>;
   detectorsByJob: Record<string, any>;
+  stashJobForCloning(
+    jobCreator: JobCreatorType,
+    skipTimeRangeStep: boolean = false,
+    includeTimeRange: boolean = false,
+    autoSetTimeRange: boolean = false
+  ): void;
 }
 
-export const mlJobService: MlJobService;
 export const mlJobServiceFactory: (
-  toastNotificationServiceOverride?: ToastNotificationService,
-  mlOverride?: MlApiServices
+  toastNotificationService: ToastNotificationService,
+  mlApiServices: MlApiServices
 ) => MlJobService;
+
+export const useMlJobService: () => MlJobService;
diff --git a/x-pack/plugins/ml/public/application/services/job_service.js b/x-pack/plugins/ml/public/application/services/job_service.js
index a82c1af038489..c37502ab570ac 100644
--- a/x-pack/plugins/ml/public/application/services/job_service.js
+++ b/x-pack/plugins/ml/public/application/services/job_service.js
@@ -13,27 +13,17 @@ import { validateTimeRange, TIME_FORMAT } from '@kbn/ml-date-utils';
 import { parseInterval } from '../../../common/util/parse_interval';
 
 import { isWebUrl } from '../util/url_utils';
+import { useMlApiContext } from '../contexts/kibana';
 
-import { ml } from './ml_api_service';
-import { getToastNotificationService } from './toast_notification_service';
+import { useToastNotificationService } from './toast_notification_service';
 
 let jobs = [];
 let datafeedIds = {};
 
 class JobService {
-  // The overrides allow the use of JobService in contexts where
-  // the dependency cache is not available, for example when embedding
-  // the Single Metric Viewer chart. Note we cannot set the members here
-  // already based on the dependency cache because they will not be
-  // initialized yet. So this wouldn't work:
-  //
-  // this.ml = mlOverride ?? ml;
-  //
-  // That's why we have the getters like getMl() below to only access them
-  // when the methods of this class are being called.
-  constructor(toastNotificationServiceOverride, mlOverride) {
-    this.toastNotificationService = toastNotificationServiceOverride;
-    this.ml = mlOverride;
+  constructor(toastNotificationService, ml) {
+    this.toastNotificationService = toastNotificationService;
+    this.ml = ml;
 
     // tempJobCloningObjects -> used to pass a job object between the job management page and
     // and the advanced wizard.
@@ -61,25 +51,17 @@ class JobService {
     this.customUrlsByJob = {};
   }
 
-  getMl() {
-    return this.ml ?? ml;
-  }
-
-  getToastNotificationService() {
-    return this.toastNotificationService ?? getToastNotificationService();
-  }
-
   loadJobs() {
     return new Promise((resolve, reject) => {
       jobs = [];
       datafeedIds = {};
-      this.getMl()
+      this.ml
         .getJobs()
         .then((resp) => {
           jobs = resp.jobs;
 
           // load jobs stats
-          this.getMl()
+          this.ml
             .getJobStats()
             .then((statsResp) => {
               // merge jobs stats into jobs
@@ -130,7 +112,7 @@ class JobService {
 
       function error(err) {
         console.log('jobService error getting list of jobs:', err);
-        this.getToastNotificationService().displayErrorToast(err);
+        this.toastNotificationService.displayErrorToast(err);
         reject({ jobs, err });
       }
     });
@@ -150,14 +132,14 @@ class JobService {
 
   refreshJob(jobId) {
     return new Promise((resolve, reject) => {
-      this.getMl()
+      this.ml
         .getJobs({ jobId })
         .then((resp) => {
           if (resp.jobs && resp.jobs.length) {
             const newJob = resp.jobs[0];
 
             // load jobs stats
-            this.getMl()
+            this.ml
               .getJobStats({ jobId })
               .then((statsResp) => {
                 // merge jobs stats into jobs
@@ -213,7 +195,7 @@ class JobService {
 
       function error(err) {
         console.log('JobService error getting list of jobs:', err);
-        this.getToastNotificationService().displayErrorToast(err);
+        this.toastNotificationService.displayErrorToast(err);
         reject({ jobs, err });
       }
     });
@@ -223,13 +205,13 @@ class JobService {
     return new Promise((resolve, reject) => {
       const sId = datafeedId !== undefined ? { datafeed_id: datafeedId } : undefined;
 
-      this.getMl()
+      this.ml
         .getDatafeeds(sId)
         .then((resp) => {
           const datafeeds = resp.datafeeds;
 
           // load datafeeds stats
-          this.getMl()
+          this.ml
             .getDatafeedStats()
             .then((statsResp) => {
               // merge datafeeds stats into datafeeds
@@ -253,7 +235,7 @@ class JobService {
 
       function error(err) {
         console.log('loadDatafeeds error getting list of datafeeds:', err);
-        this.getToastNotificationService().displayErrorToast(err);
+        this.toastNotificationService.displayErrorToast(err);
         reject({ jobs, err });
       }
     });
@@ -263,7 +245,7 @@ class JobService {
     return new Promise((resolve, reject) => {
       const datafeedId = this.getDatafeedId(jobId);
 
-      this.getMl()
+      this.ml
         .getDatafeedStats({ datafeedId })
         .then((resp) => {
           // console.log('updateSingleJobCounts controller query response:', resp);
@@ -289,7 +271,7 @@ class JobService {
     }
 
     // return the promise chain
-    return this.getMl().addJob({ jobId: job.job_id, job }).then(func).catch(func);
+    return this.ml.addJob({ jobId: job.job_id, job }).then(func).catch(func);
   }
 
   cloneDatafeed(datafeed) {
@@ -313,18 +295,18 @@ class JobService {
   }
 
   openJob(jobId) {
-    return this.getMl().openJob({ jobId });
+    return this.ml.openJob({ jobId });
   }
 
   closeJob(jobId) {
-    return this.getMl().closeJob({ jobId });
+    return this.ml.closeJob({ jobId });
   }
 
   saveNewDatafeed(datafeedConfig, jobId) {
     const datafeedId = `datafeed-${jobId}`;
     datafeedConfig.job_id = jobId;
 
-    return this.getMl().addDatafeed({
+    return this.ml.addDatafeed({
       datafeedId,
       datafeedConfig,
     });
@@ -340,7 +322,7 @@ class JobService {
         end++;
       }
 
-      this.getMl()
+      this.ml
         .startDatafeed({
           datafeedId,
           start,
@@ -357,29 +339,29 @@ class JobService {
   }
 
   forceStartDatafeeds(dIds, start, end) {
-    return this.getMl().jobs.forceStartDatafeeds(dIds, start, end);
+    return this.ml.jobs.forceStartDatafeeds(dIds, start, end);
   }
 
   stopDatafeeds(dIds) {
-    return this.getMl().jobs.stopDatafeeds(dIds);
+    return this.ml.jobs.stopDatafeeds(dIds);
   }
 
   deleteJobs(jIds, deleteUserAnnotations, deleteAlertingRules) {
-    return this.getMl().jobs.deleteJobs(jIds, deleteUserAnnotations, deleteAlertingRules);
+    return this.ml.jobs.deleteJobs(jIds, deleteUserAnnotations, deleteAlertingRules);
   }
 
   closeJobs(jIds) {
-    return this.getMl().jobs.closeJobs(jIds);
+    return this.ml.jobs.closeJobs(jIds);
   }
 
   resetJobs(jIds, deleteUserAnnotations) {
-    return this.getMl().jobs.resetJobs(jIds, deleteUserAnnotations);
+    return this.ml.jobs.resetJobs(jIds, deleteUserAnnotations);
   }
 
   validateDetector(detector) {
     return new Promise((resolve, reject) => {
       if (detector) {
-        this.getMl()
+        this.ml
           .validateDetector({ detector })
           .then((resp) => {
             resolve(resp);
@@ -432,7 +414,7 @@ class JobService {
 
   async getJobAndGroupIds() {
     try {
-      return await this.getMl().jobs.getAllJobAndGroupIds();
+      return await this.ml.jobs.getAllJobAndGroupIds();
     } catch (error) {
       return {
         jobIds: [],
@@ -440,6 +422,26 @@ class JobService {
       };
     }
   }
+
+  stashJobForCloning(jobCreator, skipTimeRangeStep, includeTimeRange, autoSetTimeRange) {
+    const tempJobCloningObjects = {
+      job: jobCreator.jobConfig,
+      datafeed: jobCreator.datafeedConfig,
+      createdBy: jobCreator.createdBy ?? undefined,
+      // skip over the time picker step of the wizard
+      skipTimeRangeStep,
+      calendars: jobCreator.calendars,
+      ...(includeTimeRange === true && autoSetTimeRange === false
+        ? // auto select the start and end dates of the time picker
+          {
+            start: jobCreator.start,
+            end: jobCreator.end,
+          }
+        : { autoSetTimeRange: true }),
+    };
+
+    this.tempJobCloningObjects = tempJobCloningObjects;
+  }
 }
 
 // private function used to check the job saving response
@@ -592,6 +594,17 @@ function createResultsUrl(jobIds, start, end, resultsPage, mode = 'absolute') {
   return path;
 }
 
-export const mlJobService = new JobService();
-export const mlJobServiceFactory = (toastNotificationServiceOverride, mlOverride) =>
-  new JobService(toastNotificationServiceOverride, mlOverride);
+// This is to retain the singleton behavior of the previous direct instantiation and export.
+let mlJobService;
+export const mlJobServiceFactory = (toastNotificationService, mlApiServices) => {
+  if (mlJobService) return mlJobService;
+
+  mlJobService = new JobService(toastNotificationService, mlApiServices);
+  return mlJobService;
+};
+
+export const useMlJobService = () => {
+  const toastNotificationService = useToastNotificationService();
+  const mlApiServices = useMlApiContext();
+  return mlJobServiceFactory(toastNotificationService, mlApiServices);
+};
diff --git a/x-pack/plugins/ml/public/application/services/ml_api_service/index.ts b/x-pack/plugins/ml/public/application/services/ml_api_service/index.ts
index 6d086f99bce08..77c074a97bec4 100644
--- a/x-pack/plugins/ml/public/application/services/ml_api_service/index.ts
+++ b/x-pack/plugins/ml/public/application/services/ml_api_service/index.ts
@@ -9,7 +9,6 @@ import type { Observable } from 'rxjs';
 
 import type * as estypes from '@elastic/elasticsearch/lib/api/typesWithBodyKey';
 
-import type { HttpStart } from '@kbn/core/public';
 import type { RuntimeMappings } from '@kbn/ml-runtime-field-utils';
 
 import { ML_INTERNAL_BASE_PATH } from '../../../../common/constants/app';
@@ -39,9 +38,8 @@ import type {
 import type { DatafeedValidationResponse } from '../../../../common/types/job_validation';
 
 import type { FieldHistogramRequestConfig } from '../../datavisualizer/index_based/common/request';
-import { getHttp } from '../../util/dependency_cache';
 
-import { HttpService } from '../http_service';
+import type { HttpService } from '../http_service';
 
 import { jsonSchemaProvider } from './json_schema';
 import { annotationsApiProvider } from './annotations';
@@ -101,26 +99,6 @@ export interface GetModelSnapshotsResponse {
   model_snapshots: ModelSnapshot[];
 }
 
-/**
- * Temp solution to allow {@link ml} service to use http from
- * the dependency_cache.
- */
-const proxyHttpStart = new Proxy<HttpStart>({} as unknown as HttpStart, {
-  get(obj, prop: keyof HttpStart) {
-    try {
-      return getHttp()[prop];
-    } catch (e) {
-      if (prop === 'getLoadingCount$') {
-        return () => {};
-      }
-      // eslint-disable-next-line no-console
-      console.error(e);
-    }
-  },
-});
-
-export const ml = mlApiServicesProvider(new HttpService(proxyHttpStart));
-
 export function mlApiServicesProvider(httpService: HttpService) {
   return {
     getJobs(obj?: { jobId?: string }) {
diff --git a/x-pack/plugins/ml/public/application/services/ml_server_info.test.ts b/x-pack/plugins/ml/public/application/services/ml_server_info.test.ts
index 4aabe52b034d1..bb10e9b466f6e 100644
--- a/x-pack/plugins/ml/public/application/services/ml_server_info.test.ts
+++ b/x-pack/plugins/ml/public/application/services/ml_server_info.test.ts
@@ -5,6 +5,7 @@
  * 2.0.
  */
 
+import type { MlApiServices } from './ml_api_service';
 import {
   loadMlServerInfo,
   getCloudDeploymentId,
@@ -16,11 +17,9 @@ import {
 } from './ml_server_info';
 import mockMlInfoResponse from './__mocks__/ml_info_response.json';
 
-jest.mock('./ml_api_service', () => ({
-  ml: {
-    mlInfo: jest.fn(() => Promise.resolve(mockMlInfoResponse)),
-  },
-}));
+const mlApiServicesMock = {
+  mlInfo: jest.fn(() => Promise.resolve(mockMlInfoResponse)),
+} as unknown as MlApiServices;
 
 describe('ml_server_info initial state', () => {
   it('should fail to get server info ', () => {
@@ -31,7 +30,7 @@ describe('ml_server_info initial state', () => {
 
 describe('ml_server_info', () => {
   beforeEach(async () => {
-    await loadMlServerInfo();
+    await loadMlServerInfo(mlApiServicesMock);
   });
 
   describe('cloud information', () => {
diff --git a/x-pack/plugins/ml/public/application/services/ml_server_info.ts b/x-pack/plugins/ml/public/application/services/ml_server_info.ts
index 0e262c2bf0f95..101cb33264502 100644
--- a/x-pack/plugins/ml/public/application/services/ml_server_info.ts
+++ b/x-pack/plugins/ml/public/application/services/ml_server_info.ts
@@ -5,7 +5,7 @@
  * 2.0.
  */
 
-import { ml } from './ml_api_service';
+import type { MlApiServices } from './ml_api_service';
 import type { MlServerDefaults, MlServerLimits } from '../../../common/types/ml_server_info';
 
 export interface CloudInfo {
@@ -28,9 +28,9 @@ const cloudInfo: CloudInfo = {
   deploymentId: null,
 };
 
-export async function loadMlServerInfo() {
+export async function loadMlServerInfo(mlApiServices: MlApiServices) {
   try {
-    const resp = await ml.mlInfo();
+    const resp = await mlApiServices.mlInfo();
     defaults = resp.defaults;
     limits = resp.limits;
     cloudInfo.cloudId = resp.cloudId ?? null;
diff --git a/x-pack/plugins/ml/public/application/services/new_job_capabilities/load_new_job_capabilities.ts b/x-pack/plugins/ml/public/application/services/new_job_capabilities/load_new_job_capabilities.ts
index 4570d838e348f..6c25d43020d52 100644
--- a/x-pack/plugins/ml/public/application/services/new_job_capabilities/load_new_job_capabilities.ts
+++ b/x-pack/plugins/ml/public/application/services/new_job_capabilities/load_new_job_capabilities.ts
@@ -9,8 +9,9 @@ import type { DataView, DataViewsContract } from '@kbn/data-views-plugin/public'
 import type { SavedSearchPublicPluginStart } from '@kbn/saved-search-plugin/public';
 import { getDataViewAndSavedSearchCallback } from '../../util/index_utils';
 import type { JobType } from '../../../../common/types/saved_objects';
-import { newJobCapsServiceAnalytics } from './new_job_capabilities_service_analytics';
-import { newJobCapsService } from './new_job_capabilities_service';
+import type { MlApiServices } from '../ml_api_service';
+import { mlJobCapsServiceAnalyticsFactory } from './new_job_capabilities_service_analytics';
+import { mlJobCapsServiceFactory } from './new_job_capabilities_service';
 
 export const ANOMALY_DETECTOR = 'anomaly-detector';
 export const DATA_FRAME_ANALYTICS = 'data-frame-analytics';
@@ -20,6 +21,7 @@ export const DATA_FRAME_ANALYTICS = 'data-frame-analytics';
 export function loadNewJobCapabilities(
   dataViewId: string,
   savedSearchId: string,
+  mlApiServices: MlApiServices,
   dataViewsService: DataViewsContract,
   savedSearchService: SavedSearchPublicPluginStart,
   jobType: JobType
@@ -27,7 +29,9 @@ export function loadNewJobCapabilities(
   return new Promise(async (resolve, reject) => {
     try {
       const serviceToUse =
-        jobType === ANOMALY_DETECTOR ? newJobCapsService : newJobCapsServiceAnalytics;
+        jobType === ANOMALY_DETECTOR
+          ? mlJobCapsServiceFactory(mlApiServices)
+          : mlJobCapsServiceAnalyticsFactory(mlApiServices);
 
       if (dataViewId !== undefined) {
         // index pattern is being used
diff --git a/x-pack/plugins/ml/public/application/services/new_job_capabilities/new_job_capabilities._service.test.ts b/x-pack/plugins/ml/public/application/services/new_job_capabilities/new_job_capabilities_service.test.ts
similarity index 81%
rename from x-pack/plugins/ml/public/application/services/new_job_capabilities/new_job_capabilities._service.test.ts
rename to x-pack/plugins/ml/public/application/services/new_job_capabilities/new_job_capabilities_service.test.ts
index ec7ef70f8d0de..ed257199db16b 100644
--- a/x-pack/plugins/ml/public/application/services/new_job_capabilities/new_job_capabilities._service.test.ts
+++ b/x-pack/plugins/ml/public/application/services/new_job_capabilities/new_job_capabilities_service.test.ts
@@ -5,20 +5,20 @@
  * 2.0.
  */
 
-import { newJobCapsService } from './new_job_capabilities_service';
+import { mlJobCapsServiceFactory } from './new_job_capabilities_service';
 import type { DataView } from '@kbn/data-views-plugin/public';
 
+import type { MlApiServices } from '../ml_api_service';
+
 // there is magic happening here. starting the include name with `mock..`
 // ensures it can be lazily loaded by the jest.mock function below.
 import mockCloudwatchResponse from '../__mocks__/cloudwatch_job_caps_response.json';
 
-jest.mock('../ml_api_service', () => ({
-  ml: {
-    jobs: {
-      newJobCaps: jest.fn(() => Promise.resolve(mockCloudwatchResponse)),
-    },
+const mlApiServicesMock = {
+  jobs: {
+    newJobCaps: jest.fn(() => Promise.resolve(mockCloudwatchResponse)),
   },
-}));
+} as unknown as MlApiServices;
 
 const dataView = {
   id: 'cloudwatch-*',
@@ -28,6 +28,7 @@ const dataView = {
 describe('new_job_capabilities_service', () => {
   describe('cloudwatch newJobCaps()', () => {
     it('can construct job caps objects from endpoint json', async () => {
+      const newJobCapsService = mlJobCapsServiceFactory(mlApiServicesMock);
       await newJobCapsService.initializeFromDataVIew(dataView);
       const { fields, aggs } = await newJobCapsService.newJobCaps;
 
@@ -47,6 +48,7 @@ describe('new_job_capabilities_service', () => {
     });
 
     it('job caps including text fields', async () => {
+      const newJobCapsService = mlJobCapsServiceFactory(mlApiServicesMock);
       await newJobCapsService.initializeFromDataVIew(dataView, true, false);
       const { fields, aggs } = await newJobCapsService.newJobCaps;
 
@@ -55,6 +57,7 @@ describe('new_job_capabilities_service', () => {
     });
 
     it('job caps excluding event rate', async () => {
+      const newJobCapsService = mlJobCapsServiceFactory(mlApiServicesMock);
       await newJobCapsService.initializeFromDataVIew(dataView, false, true);
       const { fields, aggs } = await newJobCapsService.newJobCaps;
 
diff --git a/x-pack/plugins/ml/public/application/services/new_job_capabilities/new_job_capabilities_service.ts b/x-pack/plugins/ml/public/application/services/new_job_capabilities/new_job_capabilities_service.ts
index 0df13dfe2814b..990d411779a6f 100644
--- a/x-pack/plugins/ml/public/application/services/new_job_capabilities/new_job_capabilities_service.ts
+++ b/x-pack/plugins/ml/public/application/services/new_job_capabilities/new_job_capabilities_service.ts
@@ -4,6 +4,7 @@
  * 2.0; you may not use this file except in compliance with the Elastic License
  * 2.0.
  */
+
 import { ES_FIELD_TYPES } from '@kbn/field-types';
 import type { DataView } from '@kbn/data-views-plugin/public';
 import {
@@ -14,8 +15,9 @@ import {
   EVENT_RATE_FIELD_ID,
 } from '@kbn/ml-anomaly-utils';
 import { DataViewType } from '@kbn/data-views-plugin/public';
+import { useMlApiContext } from '../../contexts/kibana';
 import { getGeoFields, filterCategoryFields } from '../../../../common/util/fields_utils';
-import { ml, type MlApiServices } from '../ml_api_service';
+import type { MlApiServices } from '../ml_api_service';
 import { processTextAndKeywordFields, NewJobCapabilitiesServiceBase } from './new_job_capabilities';
 
 export class NewJobCapsService extends NewJobCapabilitiesServiceBase {
@@ -185,4 +187,16 @@ function addEventRateField(aggs: Aggregation[], fields: Field[]) {
   fields.splice(0, 0, eventRateField);
 }
 
-export const newJobCapsService = new NewJobCapsService(ml);
+// This is to retain the singleton behavior of the previous direct instantiation and export.
+let newJobCapsService: NewJobCapsService;
+export const mlJobCapsServiceFactory = (mlApiServices: MlApiServices) => {
+  if (newJobCapsService) return newJobCapsService;
+
+  newJobCapsService = new NewJobCapsService(mlApiServices);
+  return newJobCapsService;
+};
+
+export const useNewJobCapsService = () => {
+  const mlApiServices = useMlApiContext();
+  return mlJobCapsServiceFactory(mlApiServices);
+};
diff --git a/x-pack/plugins/ml/public/application/services/new_job_capabilities/new_job_capabilities_service_analytics.ts b/x-pack/plugins/ml/public/application/services/new_job_capabilities/new_job_capabilities_service_analytics.ts
index ef9b4219c2994..c2b7a4dc24906 100644
--- a/x-pack/plugins/ml/public/application/services/new_job_capabilities/new_job_capabilities_service_analytics.ts
+++ b/x-pack/plugins/ml/public/application/services/new_job_capabilities/new_job_capabilities_service_analytics.ts
@@ -25,8 +25,9 @@ import {
   TOP_CLASSES,
   type DataFrameAnalyticsConfig,
 } from '@kbn/ml-data-frame-analytics-utils';
+import { useMlApiContext } from '../../contexts/kibana';
 import { processTextAndKeywordFields, NewJobCapabilitiesServiceBase } from './new_job_capabilities';
-import { ml } from '../ml_api_service';
+import type { MlApiServices } from '../ml_api_service';
 
 // Keep top nested field and remove all <nested_field>.* fields
 export function removeNestedFieldChildren(resp: NewJobCapsResponse, indexPatternTitle: string) {
@@ -59,13 +60,21 @@ export function removeNestedFieldChildren(resp: NewJobCapsResponse, indexPattern
   return fields;
 }
 
-class NewJobCapsServiceAnalytics extends NewJobCapabilitiesServiceBase {
+export class NewJobCapsServiceAnalytics extends NewJobCapabilitiesServiceBase {
+  private _mlApiService: MlApiServices;
+
+  constructor(mlApiService: MlApiServices) {
+    super();
+    this._mlApiService = mlApiService;
+  }
+
   public async initializeFromDataVIew(dataView: DataView) {
     try {
-      const resp: NewJobCapsResponse = await ml.dataFrameAnalytics.newJobCapsAnalytics(
-        dataView.getIndexPattern(),
-        dataView.type === DataViewType.ROLLUP
-      );
+      const resp: NewJobCapsResponse =
+        await this._mlApiService.dataFrameAnalytics.newJobCapsAnalytics(
+          dataView.getIndexPattern(),
+          dataView.type === DataViewType.ROLLUP
+        );
 
       const allFields = removeNestedFieldChildren(resp, dataView.getIndexPattern());
 
@@ -216,4 +225,16 @@ class NewJobCapsServiceAnalytics extends NewJobCapabilitiesServiceBase {
   }
 }
 
-export const newJobCapsServiceAnalytics = new NewJobCapsServiceAnalytics();
+// This is to retain the singleton behavior of the previous direct instantiation and export.
+let newJobCapsServiceAnalytics: NewJobCapsServiceAnalytics;
+export const mlJobCapsServiceAnalyticsFactory = (mlApiServices: MlApiServices) => {
+  if (newJobCapsServiceAnalytics) return newJobCapsServiceAnalytics;
+
+  newJobCapsServiceAnalytics = new NewJobCapsServiceAnalytics(mlApiServices);
+  return newJobCapsServiceAnalytics;
+};
+
+export const useNewJobCapsServiceAnalytics = () => {
+  const mlApiServices = useMlApiContext();
+  return mlJobCapsServiceAnalyticsFactory(mlApiServices);
+};
diff --git a/x-pack/plugins/ml/public/application/services/results_service/index.ts b/x-pack/plugins/ml/public/application/services/results_service/index.ts
index a8f1a5a9bd105..d8621eff633a4 100644
--- a/x-pack/plugins/ml/public/application/services/results_service/index.ts
+++ b/x-pack/plugins/ml/public/application/services/results_service/index.ts
@@ -5,14 +5,13 @@
  * 2.0.
  */
 
-import { useMemo } from 'react';
 import { resultsServiceRxProvider } from './result_service_rx';
 import { resultsServiceProvider } from './results_service';
 import type { MlApiServices } from '../ml_api_service';
-import { ml } from '../ml_api_service';
-import { useMlKibana } from '../../contexts/kibana';
+import { useMlApiContext } from '../../contexts/kibana';
 
-export type MlResultsService = typeof mlResultsService;
+export type MlResultsService = ReturnType<typeof resultsServiceProvider> &
+  ReturnType<typeof resultsServiceRxProvider>;
 
 type Time = string;
 export interface ModelPlotOutputResults {
@@ -24,22 +23,20 @@ export interface CriteriaField {
   fieldValue: any;
 }
 
-export const mlResultsService = mlResultsServiceProvider(ml);
-
+// This is to retain the singleton behavior of the previous direct instantiation and export.
+let mlResultsService: MlResultsService;
 export function mlResultsServiceProvider(mlApiServices: MlApiServices) {
-  return {
+  if (mlResultsService) return mlResultsService;
+
+  mlResultsService = {
     ...resultsServiceProvider(mlApiServices),
     ...resultsServiceRxProvider(mlApiServices),
   };
+
+  return mlResultsService;
 }
 
 export function useMlResultsService(): MlResultsService {
-  const {
-    services: {
-      mlServices: { mlApiServices },
-    },
-  } = useMlKibana();
-
-  const resultsService = useMemo(() => mlResultsServiceProvider(mlApiServices), [mlApiServices]);
-  return resultsService;
+  const mlApiServices = useMlApiContext();
+  return mlResultsServiceProvider(mlApiServices);
 }
diff --git a/x-pack/plugins/ml/public/application/services/toast_notification_service/index.ts b/x-pack/plugins/ml/public/application/services/toast_notification_service/index.ts
index d2f946777284d..21614dd4d6710 100644
--- a/x-pack/plugins/ml/public/application/services/toast_notification_service/index.ts
+++ b/x-pack/plugins/ml/public/application/services/toast_notification_service/index.ts
@@ -9,5 +9,4 @@ export type { ToastNotificationService } from './toast_notification_service';
 export {
   toastNotificationServiceProvider,
   useToastNotificationService,
-  getToastNotificationService,
 } from './toast_notification_service';
diff --git a/x-pack/plugins/ml/public/application/services/toast_notification_service/toast_notification_service.ts b/x-pack/plugins/ml/public/application/services/toast_notification_service/toast_notification_service.ts
index e07cc1493b5da..f209c985e57a9 100644
--- a/x-pack/plugins/ml/public/application/services/toast_notification_service/toast_notification_service.ts
+++ b/x-pack/plugins/ml/public/application/services/toast_notification_service/toast_notification_service.ts
@@ -9,7 +9,6 @@ import { i18n } from '@kbn/i18n';
 import type { ToastInput, ToastOptions, ToastsStart } from '@kbn/core/public';
 import { useMemo } from 'react';
 import { extractErrorProperties, type ErrorType, MLRequestFailure } from '@kbn/ml-error-utils';
-import { getToastNotifications } from '../../util/dependency_cache';
 import { useNotifications } from '../../contexts/kibana';
 
 export type ToastNotificationService = ReturnType<typeof toastNotificationServiceProvider>;
@@ -42,11 +41,6 @@ export function toastNotificationServiceProvider(toastNotifications: ToastsStart
   return { displayDangerToast, displayWarningToast, displaySuccessToast, displayErrorToast };
 }
 
-export function getToastNotificationService() {
-  const toastNotifications = getToastNotifications();
-  return toastNotificationServiceProvider(toastNotifications);
-}
-
 /**
  * Hook to use {@link ToastNotificationService} in React components.
  */
diff --git a/x-pack/plugins/ml/public/application/settings/anomaly_detection_settings.tsx b/x-pack/plugins/ml/public/application/settings/anomaly_detection_settings.tsx
index 6073c563187ca..5161963e90a46 100644
--- a/x-pack/plugins/ml/public/application/settings/anomaly_detection_settings.tsx
+++ b/x-pack/plugins/ml/public/application/settings/anomaly_detection_settings.tsx
@@ -22,13 +22,15 @@ import {
 import { i18n } from '@kbn/i18n';
 import { FormattedMessage } from '@kbn/i18n-react';
 
+import { useMlApiContext } from '../contexts/kibana';
 import { AnomalyDetectionSettingsContext } from './anomaly_detection_settings_context';
-import { ml } from '../services/ml_api_service';
 import { useToastNotificationService } from '../services/toast_notification_service';
 import { ML_PAGES } from '../../../common/constants/locator';
 import { useCreateAndNavigateToMlLink } from '../contexts/kibana/use_create_url';
 
 export const AnomalyDetectionSettings: FC = () => {
+  const ml = useMlApiContext();
+
   const [calendarsCount, setCalendarsCount] = useState(0);
   const [filterListsCount, setFilterListsCount] = useState(0);
 
diff --git a/x-pack/plugins/ml/public/application/settings/calendars/edit/__snapshots__/new_calendar.test.js.snap b/x-pack/plugins/ml/public/application/settings/calendars/edit/__snapshots__/new_calendar.test.js.snap
deleted file mode 100644
index 075c7388acb25..0000000000000
--- a/x-pack/plugins/ml/public/application/settings/calendars/edit/__snapshots__/new_calendar.test.js.snap
+++ /dev/null
@@ -1,42 +0,0 @@
-// Jest Snapshot v1, https://goo.gl/fbAQLP
-
-exports[`NewCalendar Renders new calendar form 1`] = `
-<Fragment>
-  <div
-    data-test-subj="mlPageCalendarEdit"
-  >
-    <EuiPageBody>
-      <CalendarForm
-        calendarId=""
-        canCreateCalendar={true}
-        canDeleteCalendar={true}
-        description=""
-        eventsList={Array []}
-        groupIds={Array []}
-        isEdit={false}
-        isGlobalCalendar={false}
-        isNewCalendarIdValid={true}
-        jobIds={Array []}
-        loading={true}
-        onCalendarIdChange={[Function]}
-        onCreate={[Function]}
-        onCreateGroupOption={[Function]}
-        onDescriptionChange={[Function]}
-        onEdit={[Function]}
-        onEventDelete={[Function]}
-        onGlobalCalendarChange={[Function]}
-        onGroupSelection={[Function]}
-        onJobSelection={[Function]}
-        saving={false}
-        selectedGroupOptions={Array []}
-        selectedJobOptions={Array []}
-        showImportModal={[Function]}
-        showNewEventModal={[Function]}
-      />
-    </EuiPageBody>
-  </div>
-  <HelpMenu
-    docLink={[MockFunction]}
-  />
-</Fragment>
-`;
diff --git a/x-pack/plugins/ml/public/application/settings/calendars/edit/new_calendar.js b/x-pack/plugins/ml/public/application/settings/calendars/edit/new_calendar.js
index 6375dfab79857..79f4d82093f21 100644
--- a/x-pack/plugins/ml/public/application/settings/calendars/edit/new_calendar.js
+++ b/x-pack/plugins/ml/public/application/settings/calendars/edit/new_calendar.js
@@ -16,12 +16,10 @@ import { getCalendarSettingsData, validateCalendarId } from './utils';
 import { CalendarForm } from './calendar_form';
 import { NewEventModal } from './new_event_modal';
 import { ImportModal } from './import_modal';
-import { ml } from '../../../services/ml_api_service';
 import { withKibana } from '@kbn/kibana-react-plugin/public';
 import { GLOBAL_CALENDAR } from '../../../../../common/constants/calendars';
 import { ML_PAGES } from '../../../../../common/constants/locator';
 import { toastNotificationServiceProvider } from '../../../services/toast_notification_service';
-import { getDocLinks } from '../../../util/dependency_cache';
 import { HelpMenu } from '../../../components/help_menu';
 
 class NewCalendarUI extends Component {
@@ -73,7 +71,9 @@ class NewCalendarUI extends Component {
 
   async formSetup() {
     try {
-      const { jobIds, groupIds, calendars } = await getCalendarSettingsData();
+      const { jobIds, groupIds, calendars } = await getCalendarSettingsData(
+        this.props.kibana.services.mlServices.mlApiServices
+      );
 
       const jobIdOptions = jobIds.map((jobId) => ({ label: jobId }));
       const groupIdOptions = groupIds.map((groupId) => ({ label: groupId }));
@@ -145,6 +145,7 @@ class NewCalendarUI extends Component {
   };
 
   onCreate = async () => {
+    const ml = this.props.kibana.services.mlServices.mlApiServices;
     const { formCalendarId } = this.state;
 
     if (this.isDuplicateId()) {
@@ -176,6 +177,7 @@ class NewCalendarUI extends Component {
   };
 
   onEdit = async () => {
+    const ml = this.props.kibana.services.mlServices.mlApiServices;
     const calendar = this.setUpCalendarForApi();
     this.setState({ saving: true });
 
@@ -331,7 +333,7 @@ class NewCalendarUI extends Component {
       isGlobalCalendar,
     } = this.state;
 
-    const helpLink = getDocLinks().links.ml.calendars;
+    const helpLink = this.props.kibana.services.docLinks.links.ml.calendars;
 
     let modal = '';
 
diff --git a/x-pack/plugins/ml/public/application/settings/calendars/edit/new_calendar.test.js b/x-pack/plugins/ml/public/application/settings/calendars/edit/new_calendar.test.js
index 4e9a16858f816..1e538668d9ac3 100644
--- a/x-pack/plugins/ml/public/application/settings/calendars/edit/new_calendar.test.js
+++ b/x-pack/plugins/ml/public/application/settings/calendars/edit/new_calendar.test.js
@@ -5,6 +5,12 @@
  * 2.0.
  */
 
+import React from 'react';
+import { render, waitFor } from '@testing-library/react';
+import userEvent from '@testing-library/user-event';
+import '@testing-library/jest-dom/extend-expect';
+import { __IntlProvider as IntlProvider } from '@kbn/i18n-react';
+
 jest.mock('../../../contexts/kibana/use_create_url', () => ({
   useCreateAndNavigateToMlLink: jest.fn(),
 }));
@@ -13,14 +19,6 @@ jest.mock('../../../components/help_menu', () => ({
   HelpMenu: () => <div id="mockHelpMenu" />,
 }));
 
-jest.mock('../../../util/dependency_cache', () => ({
-  getDocLinks: () => ({
-    links: {
-      ml: { calendars: jest.fn() },
-    },
-  }),
-}));
-
 jest.mock('../../../capabilities/check_capabilities', () => ({
   checkPermission: () => true,
 }));
@@ -34,44 +32,8 @@ jest.mock('../../../capabilities/get_capabilities', () => ({
 jest.mock('../../../ml_nodes_check/check_ml_nodes', () => ({
   mlNodesAvailable: () => true,
 }));
-jest.mock('../../../services/ml_api_service', () => ({
-  ml: {
-    calendars: () => {
-      return Promise.resolve([]);
-    },
-    jobs: {
-      jobsSummary: () => {
-        return Promise.resolve([]);
-      },
-      groups: () => {
-        return Promise.resolve([]);
-      },
-    },
-  },
-}));
-jest.mock('./utils', () => ({
-  getCalendarSettingsData: jest.fn().mockImplementation(
-    () =>
-      new Promise((resolve) => {
-        resolve({
-          jobIds: ['test-job-one', 'test-job-2'],
-          groupIds: ['test-group-one', 'test-group-two'],
-          calendars: [],
-        });
-      })
-  ),
-}));
-jest.mock('@kbn/kibana-react-plugin/public', () => ({
-  withKibana: (comp) => {
-    return comp;
-  },
-}));
 
-import { shallowWithIntl, mountWithIntl } from '@kbn/test-jest-helpers';
-import React from 'react';
-import { NewCalendar } from './new_calendar';
-
-const calendars = [
+const calendarsMock = [
   {
     calendar_id: 'farequote-calendar',
     job_ids: ['farequote'],
@@ -102,65 +64,129 @@ const calendars = [
   },
 ];
 
-const props = {
-  canCreateCalendar: true,
-  canDeleteCalendar: true,
-  kibana: {
-    services: {
-      data: {
-        query: {
-          timefilter: {
-            timefilter: {
-              disableTimeRangeSelector: jest.fn(),
-              disableAutoRefreshSelector: jest.fn(),
-            },
-          },
+jest.mock('./utils', () => ({
+  ...jest.requireActual('./utils'),
+  getCalendarSettingsData: jest.fn().mockImplementation(
+    () =>
+      new Promise((resolve) => {
+        resolve({
+          jobIds: ['test-job-one', 'test-job-2'],
+          groupIds: ['test-group-one', 'test-group-two'],
+          calendars: calendarsMock,
+        });
+      })
+  ),
+}));
+
+const mockAddDanger = jest.fn();
+const mockKibanaContext = {
+  services: {
+    docLinks: { links: { ml: { calendars: 'test' } } },
+    notifications: { toasts: { addDanger: mockAddDanger, addError: jest.fn() } },
+    mlServices: {
+      mlApiServices: {
+        calendars: () => {
+          return Promise.resolve([]);
         },
-      },
-      notifications: {
-        toasts: {
-          addDanger: () => {},
+        jobs: {
+          jobsSummary: () => {
+            return Promise.resolve([]);
+          },
+          groups: () => {
+            return Promise.resolve([]);
+          },
         },
       },
     },
   },
 };
 
+const mockReact = React;
+jest.mock('@kbn/kibana-react-plugin/public', () => ({
+  withKibana: (type) => {
+    const EnhancedType = (props) => {
+      return mockReact.createElement(type, {
+        ...props,
+        kibana: mockKibanaContext,
+      });
+    };
+    return EnhancedType;
+  },
+}));
+
+import { NewCalendar } from './new_calendar';
+
+const props = {
+  canCreateCalendar: true,
+  canDeleteCalendar: true,
+};
+
 describe('NewCalendar', () => {
   test('Renders new calendar form', () => {
-    const wrapper = shallowWithIntl(<NewCalendar {...props} />);
+    const { getByTestId } = render(
+      <IntlProvider locale="en">
+        <NewCalendar {...props} />
+      </IntlProvider>
+    );
 
-    expect(wrapper).toMatchSnapshot();
+    expect(getByTestId('mlPageCalendarEdit')).toBeInTheDocument();
   });
 
   test('Import modal button is disabled', () => {
-    const wrapper = mountWithIntl(<NewCalendar {...props} />);
+    const { getByTestId } = render(
+      <IntlProvider locale="en">
+        <NewCalendar {...props} />
+      </IntlProvider>
+    );
+
+    const importEventsButton = getByTestId('mlCalendarImportEventsButton');
+    expect(importEventsButton).toBeInTheDocument();
+    expect(importEventsButton).toBeDisabled();
+  });
+
+  test('New event modal button is disabled', async () => {
+    const { getByTestId } = render(
+      <IntlProvider locale="en">
+        <NewCalendar {...props} />
+      </IntlProvider>
+    );
 
-    const importButton = wrapper.find('[data-test-subj="mlCalendarImportEventsButton"]');
-    const button = importButton.find('EuiButton');
-    expect(button.prop('isDisabled')).toBe(true);
+    const newEventButton = getByTestId('mlCalendarNewEventButton');
+    expect(newEventButton).toBeInTheDocument();
+    expect(newEventButton).toBeDisabled();
   });
 
-  test('New event modal button is disabled', () => {
-    const wrapper = mountWithIntl(<NewCalendar {...props} />);
+  test('isDuplicateId returns true if form calendar id already exists in calendars', async () => {
+    const { getByTestId, queryByTestId, getByText } = render(
+      <IntlProvider locale="en">
+        <NewCalendar {...props} />
+      </IntlProvider>
+    );
 
-    const importButton = wrapper.find('[data-test-subj="mlCalendarNewEventButton"]');
-    const button = importButton.find('EuiButton button');
-    button.simulate('click');
+    const mlCalendarIdFormRow = getByText('Calendar ID');
+    expect(mlCalendarIdFormRow).toBeInTheDocument();
+    const mlCalendarIdInput = queryByTestId('mlCalendarIdInput');
+    expect(mlCalendarIdInput).toBeInTheDocument();
 
-    expect(button.prop('disabled')).toBe(true);
-  });
+    await waitFor(() => {
+      expect(mlCalendarIdInput).toBeEnabled();
+    });
 
-  test('isDuplicateId returns true if form calendar id already exists in calendars', () => {
-    const wrapper = mountWithIntl(<NewCalendar {...props} />);
+    await userEvent.type(mlCalendarIdInput, 'this-is-a-new-calendar');
 
-    const instance = wrapper.instance();
-    instance.setState({
-      calendars,
-      formCalendarId: calendars[0].calendar_id,
+    await waitFor(() => {
+      expect(mlCalendarIdInput).toHaveValue('this-is-a-new-calendar');
     });
-    wrapper.update();
-    expect(instance.isDuplicateId()).toBe(true);
+
+    const mlSaveCalendarButton = getByTestId('mlSaveCalendarButton');
+    expect(mlSaveCalendarButton).toBeInTheDocument();
+    expect(mlSaveCalendarButton).toBeEnabled();
+
+    await userEvent.click(mlSaveCalendarButton);
+
+    expect(mockAddDanger).toHaveBeenCalledWith(
+      'Cannot create calendar with id [this-is-a-new-calendar] as it already exists.'
+    );
   });
 
   test('Save button is disabled if canCreateCalendar is false', () => {
@@ -169,11 +195,13 @@ describe('NewCalendar', () => {
       canCreateCalendar: false,
     };
 
-    const wrapper = mountWithIntl(<NewCalendar {...noCreateProps} />);
-
-    const buttons = wrapper.find('[data-test-subj="mlSaveCalendarButton"]');
-    const saveButton = buttons.find('EuiButton');
+    const { getByTestId } = render(
+      <IntlProvider locale="en">
+        <NewCalendar {...noCreateProps} />
+      </IntlProvider>
+    );
 
-    expect(saveButton.prop('isDisabled')).toBe(true);
+    const saveButton = getByTestId('mlSaveCalendarButton');
+    expect(saveButton).toBeDisabled();
   });
 });
diff --git a/x-pack/plugins/ml/public/application/settings/calendars/edit/utils.js b/x-pack/plugins/ml/public/application/settings/calendars/edit/utils.js
index 113a266e39a8d..34fa2f5292f62 100644
--- a/x-pack/plugins/ml/public/application/settings/calendars/edit/utils.js
+++ b/x-pack/plugins/ml/public/application/settings/calendars/edit/utils.js
@@ -5,13 +5,12 @@
  * 2.0.
  */
 
-import { ml } from '../../../services/ml_api_service';
 import { isJobIdValid } from '../../../../../common/util/job_utils';
 import { i18n } from '@kbn/i18n';
 
-function getJobIds() {
+function getJobIds(mlApiServices) {
   return new Promise((resolve, reject) => {
-    ml.jobs
+    mlApiServices.jobs
       .jobsSummary()
       .then((resp) => {
         resolve(resp.map((job) => job.id));
@@ -30,9 +29,9 @@ function getJobIds() {
   });
 }
 
-function getGroupIds() {
+function getGroupIds(mlApiServices) {
   return new Promise((resolve, reject) => {
-    ml.jobs
+    mlApiServices.jobs
       .groups()
       .then((resp) => {
         resolve(resp.map((group) => group.id));
@@ -51,9 +50,10 @@ function getGroupIds() {
   });
 }
 
-function getCalendars() {
+function getCalendars(mlApiServices) {
   return new Promise((resolve, reject) => {
-    ml.calendars()
+    mlApiServices
+      .calendars()
       .then((resp) => {
         resolve(resp);
       })
@@ -71,13 +71,13 @@ function getCalendars() {
   });
 }
 
-export function getCalendarSettingsData() {
+export function getCalendarSettingsData(mlApiServices) {
   return new Promise(async (resolve, reject) => {
     try {
       const [jobIds, groupIds, calendars] = await Promise.all([
-        getJobIds(),
-        getGroupIds(),
-        getCalendars(),
+        getJobIds(mlApiServices),
+        getGroupIds(mlApiServices),
+        getCalendars(mlApiServices),
       ]);
 
       resolve({
diff --git a/x-pack/plugins/ml/public/application/settings/calendars/list/__snapshots__/calendars_list.test.js.snap b/x-pack/plugins/ml/public/application/settings/calendars/list/__snapshots__/calendars_list.test.js.snap
deleted file mode 100644
index ff4b38527bd63..0000000000000
--- a/x-pack/plugins/ml/public/application/settings/calendars/list/__snapshots__/calendars_list.test.js.snap
+++ /dev/null
@@ -1,66 +0,0 @@
-// Jest Snapshot v1, https://goo.gl/fbAQLP
-
-exports[`CalendarsList Renders calendar list with calendars 1`] = `
-<Fragment>
-  <div
-    data-test-subj="mlPageCalendarManagement"
-  >
-    <CalendarsListHeaderUI
-      refreshCalendars={[Function]}
-      totalCount={2}
-    />
-    <CalendarsListTable
-      calendarsList={
-        Array [
-          Object {
-            "calendar_id": "farequote-calendar",
-            "description": "test ",
-            "events": Array [
-              Object {
-                "calendar_id": "farequote-calendar",
-                "description": "Downtime feb 9 2017 10:10 to 10:30",
-                "end_time": 1486657800000,
-                "event_id": "Ee-YgGcBxHgQWEhCO_xj",
-                "start_time": 1486656600000,
-              },
-            ],
-            "events_length": 1,
-            "job_ids": Array [
-              "farequote",
-            ],
-            "job_ids_string": "farequote",
-          },
-          Object {
-            "calendar_id": "this-is-a-new-calendar",
-            "description": "new calendar",
-            "events": Array [
-              Object {
-                "calendar_id": "this-is-a-new-calendar",
-                "description": "New event!",
-                "end_time": 1544162400000,
-                "event_id": "ehWKhGcBqHkXuWNrIrSV",
-                "start_time": 1544076000000,
-              },
-            ],
-            "events_length": 1,
-            "job_ids": Array [
-              "test",
-            ],
-            "job_ids_string": "test",
-          },
-        ]
-      }
-      canCreateCalendar={true}
-      canDeleteCalendar={true}
-      itemsSelected={false}
-      loading={false}
-      mlNodesAvailable={true}
-      onDeleteClick={[Function]}
-      setSelectedCalendarList={[Function]}
-    />
-  </div>
-  <HelpMenu
-    docLink={[MockFunction]}
-  />
-</Fragment>
-`;
diff --git a/x-pack/plugins/ml/public/application/settings/calendars/list/calendars_list.js b/x-pack/plugins/ml/public/application/settings/calendars/list/calendars_list.js
index 27c6b4de8389c..413aae794fc15 100644
--- a/x-pack/plugins/ml/public/application/settings/calendars/list/calendars_list.js
+++ b/x-pack/plugins/ml/public/application/settings/calendars/list/calendars_list.js
@@ -12,13 +12,11 @@ import { EuiConfirmModal, EUI_MODAL_CONFIRM_BUTTON } from '@elastic/eui';
 
 import { CalendarsListHeader } from './header';
 import { CalendarsListTable } from './table';
-import { ml } from '../../../services/ml_api_service';
 import { toastNotificationServiceProvider } from '../../../services/toast_notification_service';
 import { mlNodesAvailable } from '../../../ml_nodes_check/check_ml_nodes';
 import { deleteCalendars } from './delete_calendars';
 import { i18n } from '@kbn/i18n';
 import { withKibana } from '@kbn/kibana-react-plugin/public';
-import { getDocLinks } from '../../../util/dependency_cache';
 import { HelpMenu } from '../../../components/help_menu';
 
 export class CalendarsListUI extends Component {
@@ -40,6 +38,7 @@ export class CalendarsListUI extends Component {
   }
 
   loadCalendars = async () => {
+    const ml = this.props.kibana.services.mlServices.mlApiServices;
     this.setState({ loading: true });
 
     try {
@@ -82,10 +81,12 @@ export class CalendarsListUI extends Component {
   };
 
   deleteCalendars = () => {
+    const ml = this.props.kibana.services.mlServices.mlApiServices;
+    const toasts = this.props.kibana.services.notifications.toasts;
     const { selectedForDeletion } = this.state;
 
     this.closeDestroyModal();
-    deleteCalendars(selectedForDeletion, this.loadCalendars);
+    deleteCalendars(ml, toasts, selectedForDeletion, this.loadCalendars);
   };
 
   addRequiredFieldsToList = (calendarsList = []) => {
@@ -106,7 +107,7 @@ export class CalendarsListUI extends Component {
     const { canCreateCalendar, canDeleteCalendar } = this.props;
     let destroyModal = '';
 
-    const helpLink = getDocLinks().links.ml.calendars;
+    const helpLink = this.props.kibana.services.docLinks.links.ml.calendars;
 
     if (this.state.isDestroyModalVisible) {
       destroyModal = (
diff --git a/x-pack/plugins/ml/public/application/settings/calendars/list/calendars_list.test.js b/x-pack/plugins/ml/public/application/settings/calendars/list/calendars_list.test.js
index bbfdf7ef6b0e4..970c1afbe4fbc 100644
--- a/x-pack/plugins/ml/public/application/settings/calendars/list/calendars_list.test.js
+++ b/x-pack/plugins/ml/public/application/settings/calendars/list/calendars_list.test.js
@@ -6,21 +6,28 @@
  */
 
 import React from 'react';
-import { shallowWithIntl } from '@kbn/test-jest-helpers';
-import { ml } from '../../../services/ml_api_service';
+import { render, screen, waitFor } from '@testing-library/react';
+import { cloneDeep } from 'lodash';
 
 import { CalendarsList } from './calendars_list';
 
+// Mocking the child components to just assert that they get the data
+// received via the async call using mlApiServices in the main component.
 jest.mock('../../../components/help_menu', () => ({
-  HelpMenu: () => <div id="mockHelpMenu" />,
+  HelpMenu: ({ docLink }) => <div data-test-subj="mockHelpMenu" data-link={docLink} />,
 }));
-
-jest.mock('../../../util/dependency_cache', () => ({
-  getDocLinks: () => ({
-    links: {
-      ml: { calendars: jest.fn() },
-    },
-  }),
+jest.mock('./header', () => ({
+  CalendarsListHeader: ({ totalCount }) => (
+    <div data-test-subj="mockCalendarsListHeader">{totalCount}</div>
+  ),
+}));
+jest.mock('./table', () => ({
+  CalendarsListTable: ({ calendarsList }) => (
+    <div
+      data-test-subj="mockCalendarsListTable"
+      data-calendar-list={JSON.stringify(calendarsList)}
+    />
+  ),
 }));
 
 jest.mock('../../../capabilities/check_capabilities', () => ({
@@ -36,100 +43,100 @@ jest.mock('../../../capabilities/get_capabilities', () => ({
 jest.mock('../../../ml_nodes_check/check_ml_nodes', () => ({
   mlNodesAvailable: () => true,
 }));
-jest.mock('../../../services/ml_api_service', () => ({
-  ml: {
-    calendars: () => {
-      return Promise.resolve([]);
-    },
-    delete: jest.fn(),
-  },
-}));
-
-jest.mock('react', () => {
-  const r = jest.requireActual('react');
-  return { ...r, memo: (x) => x };
-});
 
-jest.mock('@kbn/kibana-react-plugin/public', () => ({
-  withKibana: (node) => {
-    return node;
+const mockCalendars = [
+  {
+    calendar_id: 'farequote-calendar',
+    job_ids: ['farequote'],
+    description: 'test ',
+    events: [
+      {
+        description: 'Downtime feb 9 2017 10:10 to 10:30',
+        start_time: 1486656600000,
+        end_time: 1486657800000,
+        calendar_id: 'farequote-calendar',
+        event_id: 'Ee-YgGcBxHgQWEhCO_xj',
+      },
+    ],
   },
-}));
-
-const testingState = {
-  loading: false,
-  calendars: [
-    {
-      calendar_id: 'farequote-calendar',
-      job_ids: ['farequote'],
-      description: 'test ',
-      events: [
-        {
-          description: 'Downtime feb 9 2017 10:10 to 10:30',
-          start_time: 1486656600000,
-          end_time: 1486657800000,
-          calendar_id: 'farequote-calendar',
-          event_id: 'Ee-YgGcBxHgQWEhCO_xj',
+  {
+    calendar_id: 'this-is-a-new-calendar',
+    job_ids: ['test'],
+    description: 'new calendar',
+    events: [
+      {
+        description: 'New event!',
+        start_time: 1544076000000,
+        end_time: 1544162400000,
+        calendar_id: 'this-is-a-new-calendar',
+        event_id: 'ehWKhGcBqHkXuWNrIrSV',
+      },
+    ],
+  },
+];
+// need to pass in a copy of mockCalendars because it will be mutated
+const mockCalendarsFn = jest.fn(() => Promise.resolve(cloneDeep(mockCalendars)));
+const mockKibanaProp = {
+  services: {
+    docLinks: { links: { ml: { calendars: 'https://calendars' } } },
+    mlServices: { mlApiServices: { calendars: mockCalendarsFn } },
+    data: {
+      query: {
+        timefilter: {
+          timefilter: {
+            disableTimeRangeSelector: jest.fn(),
+            disableAutoRefreshSelector: jest.fn(),
+          },
         },
-      ],
+      },
     },
-    {
-      calendar_id: 'this-is-a-new-calendar',
-      job_ids: ['test'],
-      description: 'new calendar',
-      events: [
-        {
-          description: 'New event!',
-          start_time: 1544076000000,
-          end_time: 1544162400000,
-          calendar_id: 'this-is-a-new-calendar',
-          event_id: 'ehWKhGcBqHkXuWNrIrSV',
-        },
-      ],
+    notifications: {
+      toasts: {
+        addDanger: jest.fn(),
+      },
     },
-  ],
-  isDestroyModalVisible: false,
-  calendarId: null,
-  selectedForDeletion: [],
-  nodesAvailable: true,
+  },
 };
 
+const mockReact = React;
+jest.mock('@kbn/kibana-react-plugin/public', () => ({
+  withKibana: (type) => {
+    const EnhancedType = (props) => {
+      return mockReact.createElement(type, {
+        ...props,
+        kibana: mockKibanaProp,
+      });
+    };
+    return EnhancedType;
+  },
+}));
+
 const props = {
   canCreateCalendar: true,
   canDeleteCalendar: true,
-  kibana: {
-    services: {
-      data: {
-        query: {
-          timefilter: {
-            timefilter: {
-              disableTimeRangeSelector: jest.fn(),
-              disableAutoRefreshSelector: jest.fn(),
-            },
-          },
-        },
-      },
-      notifications: {
-        toasts: {
-          addDanger: () => {},
-        },
-      },
-    },
-  },
 };
 
 describe('CalendarsList', () => {
-  test('loads calendars on mount', () => {
-    ml.calendars = jest.fn(() => []);
-    shallowWithIntl(<CalendarsList {...props} />);
+  test('Renders calendar list with calendars', async () => {
+    render(<CalendarsList {...props} />);
 
-    expect(ml.calendars).toHaveBeenCalled();
-  });
+    await waitFor(() => {
+      // Select element by data-test-subj and assert text content
+      const calendarsListHeaderElement = screen.getByTestId('mockCalendarsListHeader');
+      expect(calendarsListHeaderElement).toHaveTextContent('2');
+
+      // Select element by data-test-subj and assert data attributes
+      const calendarsListTableElement = screen.getByTestId('mockCalendarsListTable');
+      const calendarListData = JSON.parse(
+        calendarsListTableElement.getAttribute('data-calendar-list')
+      );
 
-  test('Renders calendar list with calendars', () => {
-    const wrapper = shallowWithIntl(<CalendarsList {...props} />);
-    wrapper.instance().setState(testingState);
-    wrapper.update();
-    expect(wrapper).toMatchSnapshot();
+      const expectedCalendarsData = cloneDeep(mockCalendars);
+      expectedCalendarsData[0].events_length = 1;
+      expectedCalendarsData[0].job_ids_string = 'farequote';
+      expectedCalendarsData[1].events_length = 1;
+      expectedCalendarsData[1].job_ids_string = 'test';
+      expect(calendarListData).toEqual(expectedCalendarsData);
+    });
   });
 });
diff --git a/x-pack/plugins/ml/public/application/settings/calendars/list/delete_calendars.js b/x-pack/plugins/ml/public/application/settings/calendars/list/delete_calendars.js
index a767d7b65e4f3..13de491f10825 100644
--- a/x-pack/plugins/ml/public/application/settings/calendars/list/delete_calendars.js
+++ b/x-pack/plugins/ml/public/application/settings/calendars/list/delete_calendars.js
@@ -8,14 +8,15 @@
 import { i18n } from '@kbn/i18n';
 import { extractErrorMessage } from '@kbn/ml-error-utils';
 
-import { getToastNotifications } from '../../../util/dependency_cache';
-import { ml } from '../../../services/ml_api_service';
-
-export async function deleteCalendars(calendarsToDelete, callback) {
+export async function deleteCalendars(
+  mlApiServices,
+  toastNotifications,
+  calendarsToDelete,
+  callback
+) {
   if (calendarsToDelete === undefined || calendarsToDelete.length === 0) {
     return;
   }
-  const toastNotifications = getToastNotifications();
 
   // Delete each of the specified calendars in turn, waiting for each response
   // before deleting the next to minimize load on the cluster.
@@ -36,7 +37,7 @@ export async function deleteCalendars(calendarsToDelete, callback) {
   for (const calendar of calendarsToDelete) {
     const calendarId = calendar.calendar_id;
     try {
-      await ml.deleteCalendar({ calendarId });
+      await mlApiServices.deleteCalendar({ calendarId });
     } catch (error) {
       console.log('Error deleting calendar:', error);
       toastNotifications.addDanger({
diff --git a/x-pack/plugins/ml/public/application/settings/filter_lists/components/add_item_popover/__snapshots__/add_item_popover.test.js.snap b/x-pack/plugins/ml/public/application/settings/filter_lists/components/add_item_popover/__snapshots__/add_item_popover.test.js.snap
index 61cbe9f028874..c29a40eaba6b9 100644
--- a/x-pack/plugins/ml/public/application/settings/filter_lists/components/add_item_popover/__snapshots__/add_item_popover.test.js.snap
+++ b/x-pack/plugins/ml/public/application/settings/filter_lists/components/add_item_popover/__snapshots__/add_item_popover.test.js.snap
@@ -31,7 +31,9 @@ exports[`AddItemPopover calls addItems with multiple items on clicking Add butto
     panelPaddingSize="m"
     repositionToCrossAxis={true}
   >
-    <EuiForm>
+    <EuiForm
+      data-test-subj="mlFilterListAddItemPopoverContent"
+    >
       <EuiFormRow
         describedByIds={Array []}
         display="row"
@@ -117,7 +119,9 @@ exports[`AddItemPopover opens the popover onButtonClick 1`] = `
     panelPaddingSize="m"
     repositionToCrossAxis={true}
   >
-    <EuiForm>
+    <EuiForm
+      data-test-subj="mlFilterListAddItemPopoverContent"
+    >
       <EuiFormRow
         describedByIds={Array []}
         display="row"
@@ -203,7 +207,9 @@ exports[`AddItemPopover renders the popover 1`] = `
     panelPaddingSize="m"
     repositionToCrossAxis={true}
   >
-    <EuiForm>
+    <EuiForm
+      data-test-subj="mlFilterListAddItemPopoverContent"
+    >
       <EuiFormRow
         describedByIds={Array []}
         display="row"
diff --git a/x-pack/plugins/ml/public/application/settings/filter_lists/components/add_item_popover/add_item_popover.js b/x-pack/plugins/ml/public/application/settings/filter_lists/components/add_item_popover/add_item_popover.js
index 56348a4c01e7f..f63176f6e946c 100644
--- a/x-pack/plugins/ml/public/application/settings/filter_lists/components/add_item_popover/add_item_popover.js
+++ b/x-pack/plugins/ml/public/application/settings/filter_lists/components/add_item_popover/add_item_popover.js
@@ -105,7 +105,7 @@ export class AddItemPopover extends Component {
           closePopover={this.closePopover}
           initialFocus="#filter_list_add_item_input_row"
         >
-          <EuiForm>
+          <EuiForm data-test-subj="mlFilterListAddItemPopoverContent">
             <EuiFormRow
               id="filter_list_add_item_input_row"
               label={
diff --git a/x-pack/plugins/ml/public/application/settings/filter_lists/components/delete_filter_list_modal/delete_filter_list_modal.js b/x-pack/plugins/ml/public/application/settings/filter_lists/components/delete_filter_list_modal/delete_filter_list_modal.js
index 8540d6c803b78..ba68b1ef94453 100644
--- a/x-pack/plugins/ml/public/application/settings/filter_lists/components/delete_filter_list_modal/delete_filter_list_modal.js
+++ b/x-pack/plugins/ml/public/application/settings/filter_lists/components/delete_filter_list_modal/delete_filter_list_modal.js
@@ -9,6 +9,7 @@ import PropTypes from 'prop-types';
 import React, { Component } from 'react';
 import { FormattedMessage } from '@kbn/i18n-react';
 import { i18n } from '@kbn/i18n';
+import { context } from '@kbn/kibana-react-plugin/public';
 
 import { EuiButton, EuiConfirmModal, EUI_MODAL_CONFIRM_BUTTON } from '@elastic/eui';
 
@@ -18,6 +19,8 @@ import { deleteFilterLists } from './delete_filter_lists';
  * React modal for confirming deletion of filter lists.
  */
 export class DeleteFilterListModal extends Component {
+  static contextType = context;
+
   static displayName = 'DeleteFilterListModal';
   static propTypes = {
     selectedFilterLists: PropTypes.array,
@@ -46,7 +49,11 @@ export class DeleteFilterListModal extends Component {
 
   async doDelete() {
     const { selectedFilterLists, refreshFilterLists } = this.props;
-    await deleteFilterLists(selectedFilterLists);
+    await deleteFilterLists(
+      this.context.services.notifications.toasts,
+      this.context.services.mlServices.mlApiServices,
+      selectedFilterLists
+    );
 
     refreshFilterLists();
     this.closeModal();
diff --git a/x-pack/plugins/ml/public/application/settings/filter_lists/components/delete_filter_list_modal/delete_filter_lists.js b/x-pack/plugins/ml/public/application/settings/filter_lists/components/delete_filter_list_modal/delete_filter_lists.js
index ec73337ae8665..6334442a8e14f 100644
--- a/x-pack/plugins/ml/public/application/settings/filter_lists/components/delete_filter_list_modal/delete_filter_lists.js
+++ b/x-pack/plugins/ml/public/application/settings/filter_lists/components/delete_filter_list_modal/delete_filter_lists.js
@@ -5,17 +5,13 @@
  * 2.0.
  */
 
-import { getToastNotifications } from '../../../../util/dependency_cache';
 import { i18n } from '@kbn/i18n';
-import { ml } from '../../../../services/ml_api_service';
 
-export async function deleteFilterLists(filterListsToDelete) {
+export async function deleteFilterLists(toastNotifications, mlApiServices, filterListsToDelete) {
   if (filterListsToDelete === undefined || filterListsToDelete.length === 0) {
     return;
   }
 
-  const toastNotifications = getToastNotifications();
-
   // Delete each of the specified filter lists in turn, waiting for each response
   // before deleting the next to minimize load on the cluster.
   toastNotifications.add(
@@ -32,7 +28,7 @@ export async function deleteFilterLists(filterListsToDelete) {
   for (const filterList of filterListsToDelete) {
     const filterId = filterList.filter_id;
     try {
-      await ml.filters.deleteFilter(filterId);
+      await mlApiServices.filters.deleteFilter(filterId);
     } catch (resp) {
       console.log('Error deleting filter list:', resp);
       toastNotifications.addDanger(
diff --git a/x-pack/plugins/ml/public/application/settings/filter_lists/edit/__snapshots__/edit_filter_list.test.js.snap b/x-pack/plugins/ml/public/application/settings/filter_lists/edit/__snapshots__/edit_filter_list.test.js.snap
deleted file mode 100644
index 1118bf5449002..0000000000000
--- a/x-pack/plugins/ml/public/application/settings/filter_lists/edit/__snapshots__/edit_filter_list.test.js.snap
+++ /dev/null
@@ -1,772 +0,0 @@
-// Jest Snapshot v1, https://goo.gl/fbAQLP
-
-exports[`EditFilterList adds new items to filter list 1`] = `
-<Fragment>
-  <div
-    data-test-subj="mlPageFilterListEdit"
-  >
-    <EditFilterListHeader
-      canCreateFilter={true}
-      description="List of known safe domains"
-      isNewFilterIdInvalid={false}
-      newFilterId=""
-      totalItemCount={6}
-      updateDescription={[Function]}
-      updateNewFilterId={[Function]}
-      usedBy={
-        Object {
-          "detectors": Array [
-            "high info content",
-          ],
-          "jobs": Array [
-            "dns_exfiltration",
-          ],
-        }
-      }
-    />
-    <EditFilterListToolbar
-      addItems={[Function]}
-      canCreateFilter={true}
-      canDeleteFilter={true}
-      deleteSelectedItems={[Function]}
-      onSearchChange={[Function]}
-      selectedItemCount={0}
-    />
-    <EuiSpacer
-      size="xl"
-    />
-    <ItemsGrid
-      activePage={0}
-      items={
-        Array [
-          "amazon.com",
-          "elastic.co",
-          "google.co.uk",
-          "google.com",
-          "spotify.com",
-          "youtube.com",
-        ]
-      }
-      itemsPerPage={50}
-      itemsPerPageOptions={
-        Array [
-          50,
-          100,
-          500,
-          1000,
-        ]
-      }
-      numberColumns={4}
-      selectedItems={Array []}
-      setActivePage={[Function]}
-      setItemSelected={[Function]}
-      setItemsPerPage={[Function]}
-      totalItemCount={6}
-    />
-    <EuiFlexGroup
-      justifyContent="flexEnd"
-    >
-      <EuiFlexItem
-        grow={false}
-      >
-        <EuiButtonEmpty
-          data-test-subj="mlFilterListCancelButton"
-          onClick={[Function]}
-        >
-          <MemoizedFormattedMessage
-            defaultMessage="Cancel"
-            id="xpack.ml.settings.filterLists.editFilterList.cancelButtonLabel"
-          />
-        </EuiButtonEmpty>
-      </EuiFlexItem>
-      <EuiFlexItem
-        grow={false}
-      >
-        <EuiButton
-          data-test-subj="mlFilterListSaveButton"
-          disabled={false}
-          fill={true}
-          onClick={[Function]}
-        >
-          <MemoizedFormattedMessage
-            defaultMessage="Save"
-            id="xpack.ml.settings.filterLists.editFilterList.saveButtonLabel"
-          />
-        </EuiButton>
-      </EuiFlexItem>
-    </EuiFlexGroup>
-  </div>
-  <HelpMenu
-    docLink={[MockFunction]}
-  />
-</Fragment>
-`;
-
-exports[`EditFilterList renders after selecting an item and deleting it 1`] = `
-<Fragment>
-  <div
-    data-test-subj="mlPageFilterListEdit"
-  >
-    <EditFilterListHeader
-      canCreateFilter={true}
-      description="List of known safe domains"
-      isNewFilterIdInvalid={false}
-      newFilterId=""
-      totalItemCount={4}
-      updateDescription={[Function]}
-      updateNewFilterId={[Function]}
-      usedBy={
-        Object {
-          "detectors": Array [
-            "high info content",
-          ],
-          "jobs": Array [
-            "dns_exfiltration",
-          ],
-        }
-      }
-    />
-    <EditFilterListToolbar
-      addItems={[Function]}
-      canCreateFilter={true}
-      canDeleteFilter={true}
-      deleteSelectedItems={[Function]}
-      onSearchChange={[Function]}
-      selectedItemCount={1}
-    />
-    <EuiSpacer
-      size="xl"
-    />
-    <ItemsGrid
-      activePage={0}
-      items={
-        Array [
-          "google.com",
-          "google.co.uk",
-          "elastic.co",
-          "youtube.com",
-        ]
-      }
-      itemsPerPage={50}
-      itemsPerPageOptions={
-        Array [
-          50,
-          100,
-          500,
-          1000,
-        ]
-      }
-      numberColumns={4}
-      selectedItems={
-        Array [
-          "google.co.uk",
-        ]
-      }
-      setActivePage={[Function]}
-      setItemSelected={[Function]}
-      setItemsPerPage={[Function]}
-      totalItemCount={4}
-    />
-    <EuiFlexGroup
-      justifyContent="flexEnd"
-    >
-      <EuiFlexItem
-        grow={false}
-      >
-        <EuiButtonEmpty
-          data-test-subj="mlFilterListCancelButton"
-          onClick={[Function]}
-        >
-          <MemoizedFormattedMessage
-            defaultMessage="Cancel"
-            id="xpack.ml.settings.filterLists.editFilterList.cancelButtonLabel"
-          />
-        </EuiButtonEmpty>
-      </EuiFlexItem>
-      <EuiFlexItem
-        grow={false}
-      >
-        <EuiButton
-          data-test-subj="mlFilterListSaveButton"
-          disabled={false}
-          fill={true}
-          onClick={[Function]}
-        >
-          <MemoizedFormattedMessage
-            defaultMessage="Save"
-            id="xpack.ml.settings.filterLists.editFilterList.saveButtonLabel"
-          />
-        </EuiButton>
-      </EuiFlexItem>
-    </EuiFlexGroup>
-  </div>
-  <HelpMenu
-    docLink={[MockFunction]}
-  />
-</Fragment>
-`;
-
-exports[`EditFilterList renders after selecting an item and deleting it 2`] = `
-<Fragment>
-  <div
-    data-test-subj="mlPageFilterListEdit"
-  >
-    <EditFilterListHeader
-      canCreateFilter={true}
-      description="List of known safe domains"
-      isNewFilterIdInvalid={false}
-      newFilterId=""
-      totalItemCount={3}
-      updateDescription={[Function]}
-      updateNewFilterId={[Function]}
-      usedBy={
-        Object {
-          "detectors": Array [
-            "high info content",
-          ],
-          "jobs": Array [
-            "dns_exfiltration",
-          ],
-        }
-      }
-    />
-    <EditFilterListToolbar
-      addItems={[Function]}
-      canCreateFilter={true}
-      canDeleteFilter={true}
-      deleteSelectedItems={[Function]}
-      onSearchChange={[Function]}
-      selectedItemCount={0}
-    />
-    <EuiSpacer
-      size="xl"
-    />
-    <ItemsGrid
-      activePage={0}
-      items={
-        Array [
-          "google.com",
-          "elastic.co",
-          "youtube.com",
-        ]
-      }
-      itemsPerPage={50}
-      itemsPerPageOptions={
-        Array [
-          50,
-          100,
-          500,
-          1000,
-        ]
-      }
-      numberColumns={4}
-      selectedItems={Array []}
-      setActivePage={[Function]}
-      setItemSelected={[Function]}
-      setItemsPerPage={[Function]}
-      totalItemCount={3}
-    />
-    <EuiFlexGroup
-      justifyContent="flexEnd"
-    >
-      <EuiFlexItem
-        grow={false}
-      >
-        <EuiButtonEmpty
-          data-test-subj="mlFilterListCancelButton"
-          onClick={[Function]}
-        >
-          <MemoizedFormattedMessage
-            defaultMessage="Cancel"
-            id="xpack.ml.settings.filterLists.editFilterList.cancelButtonLabel"
-          />
-        </EuiButtonEmpty>
-      </EuiFlexItem>
-      <EuiFlexItem
-        grow={false}
-      >
-        <EuiButton
-          data-test-subj="mlFilterListSaveButton"
-          disabled={false}
-          fill={true}
-          onClick={[Function]}
-        >
-          <MemoizedFormattedMessage
-            defaultMessage="Save"
-            id="xpack.ml.settings.filterLists.editFilterList.saveButtonLabel"
-          />
-        </EuiButton>
-      </EuiFlexItem>
-    </EuiFlexGroup>
-  </div>
-  <HelpMenu
-    docLink={[MockFunction]}
-  />
-</Fragment>
-`;
-
-exports[`EditFilterList renders the edit page for a new filter list and updates ID 1`] = `
-<Fragment>
-  <div
-    data-test-subj="mlPageFilterListEdit"
-  >
-    <EditFilterListHeader
-      canCreateFilter={true}
-      description=""
-      isNewFilterIdInvalid={true}
-      newFilterId=""
-      totalItemCount={0}
-      updateDescription={[Function]}
-      updateNewFilterId={[Function]}
-    />
-    <EditFilterListToolbar
-      addItems={[Function]}
-      canCreateFilter={true}
-      canDeleteFilter={true}
-      deleteSelectedItems={[Function]}
-      onSearchChange={[Function]}
-      selectedItemCount={0}
-    />
-    <EuiSpacer
-      size="xl"
-    />
-    <ItemsGrid
-      activePage={0}
-      items={Array []}
-      itemsPerPage={50}
-      itemsPerPageOptions={
-        Array [
-          50,
-          100,
-          500,
-          1000,
-        ]
-      }
-      numberColumns={4}
-      selectedItems={Array []}
-      setActivePage={[Function]}
-      setItemSelected={[Function]}
-      setItemsPerPage={[Function]}
-      totalItemCount={0}
-    />
-    <EuiFlexGroup
-      justifyContent="flexEnd"
-    >
-      <EuiFlexItem
-        grow={false}
-      >
-        <EuiButtonEmpty
-          data-test-subj="mlFilterListCancelButton"
-          onClick={[Function]}
-        >
-          <MemoizedFormattedMessage
-            defaultMessage="Cancel"
-            id="xpack.ml.settings.filterLists.editFilterList.cancelButtonLabel"
-          />
-        </EuiButtonEmpty>
-      </EuiFlexItem>
-      <EuiFlexItem
-        grow={false}
-      >
-        <EuiButton
-          data-test-subj="mlFilterListSaveButton"
-          disabled={true}
-          fill={true}
-          onClick={[Function]}
-        >
-          <MemoizedFormattedMessage
-            defaultMessage="Save"
-            id="xpack.ml.settings.filterLists.editFilterList.saveButtonLabel"
-          />
-        </EuiButton>
-      </EuiFlexItem>
-    </EuiFlexGroup>
-  </div>
-  <HelpMenu
-    docLink={[MockFunction]}
-  />
-</Fragment>
-`;
-
-exports[`EditFilterList renders the edit page for a new filter list and updates ID 2`] = `
-<Fragment>
-  <div
-    data-test-subj="mlPageFilterListEdit"
-  >
-    <EditFilterListHeader
-      canCreateFilter={true}
-      description=""
-      isNewFilterIdInvalid={false}
-      newFilterId="new_filter_list"
-      totalItemCount={0}
-      updateDescription={[Function]}
-      updateNewFilterId={[Function]}
-    />
-    <EditFilterListToolbar
-      addItems={[Function]}
-      canCreateFilter={true}
-      canDeleteFilter={true}
-      deleteSelectedItems={[Function]}
-      onSearchChange={[Function]}
-      selectedItemCount={0}
-    />
-    <EuiSpacer
-      size="xl"
-    />
-    <ItemsGrid
-      activePage={0}
-      items={Array []}
-      itemsPerPage={50}
-      itemsPerPageOptions={
-        Array [
-          50,
-          100,
-          500,
-          1000,
-        ]
-      }
-      numberColumns={4}
-      selectedItems={Array []}
-      setActivePage={[Function]}
-      setItemSelected={[Function]}
-      setItemsPerPage={[Function]}
-      totalItemCount={0}
-    />
-    <EuiFlexGroup
-      justifyContent="flexEnd"
-    >
-      <EuiFlexItem
-        grow={false}
-      >
-        <EuiButtonEmpty
-          data-test-subj="mlFilterListCancelButton"
-          onClick={[Function]}
-        >
-          <MemoizedFormattedMessage
-            defaultMessage="Cancel"
-            id="xpack.ml.settings.filterLists.editFilterList.cancelButtonLabel"
-          />
-        </EuiButtonEmpty>
-      </EuiFlexItem>
-      <EuiFlexItem
-        grow={false}
-      >
-        <EuiButton
-          data-test-subj="mlFilterListSaveButton"
-          disabled={false}
-          fill={true}
-          onClick={[Function]}
-        >
-          <MemoizedFormattedMessage
-            defaultMessage="Save"
-            id="xpack.ml.settings.filterLists.editFilterList.saveButtonLabel"
-          />
-        </EuiButton>
-      </EuiFlexItem>
-    </EuiFlexGroup>
-  </div>
-  <HelpMenu
-    docLink={[MockFunction]}
-  />
-</Fragment>
-`;
-
-exports[`EditFilterList renders the edit page for an existing filter list and updates description 1`] = `
-<Fragment>
-  <div
-    data-test-subj="mlPageFilterListEdit"
-  >
-    <EditFilterListHeader
-      canCreateFilter={true}
-      description="List of known safe domains"
-      isNewFilterIdInvalid={false}
-      newFilterId=""
-      totalItemCount={4}
-      updateDescription={[Function]}
-      updateNewFilterId={[Function]}
-      usedBy={
-        Object {
-          "detectors": Array [
-            "high info content",
-          ],
-          "jobs": Array [
-            "dns_exfiltration",
-          ],
-        }
-      }
-    />
-    <EditFilterListToolbar
-      addItems={[Function]}
-      canCreateFilter={true}
-      canDeleteFilter={true}
-      deleteSelectedItems={[Function]}
-      onSearchChange={[Function]}
-      selectedItemCount={0}
-    />
-    <EuiSpacer
-      size="xl"
-    />
-    <ItemsGrid
-      activePage={0}
-      items={
-        Array [
-          "google.com",
-          "google.co.uk",
-          "elastic.co",
-          "youtube.com",
-        ]
-      }
-      itemsPerPage={50}
-      itemsPerPageOptions={
-        Array [
-          50,
-          100,
-          500,
-          1000,
-        ]
-      }
-      numberColumns={4}
-      selectedItems={Array []}
-      setActivePage={[Function]}
-      setItemSelected={[Function]}
-      setItemsPerPage={[Function]}
-      totalItemCount={4}
-    />
-    <EuiFlexGroup
-      justifyContent="flexEnd"
-    >
-      <EuiFlexItem
-        grow={false}
-      >
-        <EuiButtonEmpty
-          data-test-subj="mlFilterListCancelButton"
-          onClick={[Function]}
-        >
-          <MemoizedFormattedMessage
-            defaultMessage="Cancel"
-            id="xpack.ml.settings.filterLists.editFilterList.cancelButtonLabel"
-          />
-        </EuiButtonEmpty>
-      </EuiFlexItem>
-      <EuiFlexItem
-        grow={false}
-      >
-        <EuiButton
-          data-test-subj="mlFilterListSaveButton"
-          disabled={false}
-          fill={true}
-          onClick={[Function]}
-        >
-          <MemoizedFormattedMessage
-            defaultMessage="Save"
-            id="xpack.ml.settings.filterLists.editFilterList.saveButtonLabel"
-          />
-        </EuiButton>
-      </EuiFlexItem>
-    </EuiFlexGroup>
-  </div>
-  <HelpMenu
-    docLink={[MockFunction]}
-  />
-</Fragment>
-`;
-
-exports[`EditFilterList renders the edit page for an existing filter list and updates description 2`] = `
-<Fragment>
-  <div
-    data-test-subj="mlPageFilterListEdit"
-  >
-    <EditFilterListHeader
-      canCreateFilter={true}
-      description="Known safe web domains"
-      isNewFilterIdInvalid={false}
-      newFilterId=""
-      totalItemCount={4}
-      updateDescription={[Function]}
-      updateNewFilterId={[Function]}
-      usedBy={
-        Object {
-          "detectors": Array [
-            "high info content",
-          ],
-          "jobs": Array [
-            "dns_exfiltration",
-          ],
-        }
-      }
-    />
-    <EditFilterListToolbar
-      addItems={[Function]}
-      canCreateFilter={true}
-      canDeleteFilter={true}
-      deleteSelectedItems={[Function]}
-      onSearchChange={[Function]}
-      selectedItemCount={0}
-    />
-    <EuiSpacer
-      size="xl"
-    />
-    <ItemsGrid
-      activePage={0}
-      items={
-        Array [
-          "google.com",
-          "google.co.uk",
-          "elastic.co",
-          "youtube.com",
-        ]
-      }
-      itemsPerPage={50}
-      itemsPerPageOptions={
-        Array [
-          50,
-          100,
-          500,
-          1000,
-        ]
-      }
-      numberColumns={4}
-      selectedItems={Array []}
-      setActivePage={[Function]}
-      setItemSelected={[Function]}
-      setItemsPerPage={[Function]}
-      totalItemCount={4}
-    />
-    <EuiFlexGroup
-      justifyContent="flexEnd"
-    >
-      <EuiFlexItem
-        grow={false}
-      >
-        <EuiButtonEmpty
-          data-test-subj="mlFilterListCancelButton"
-          onClick={[Function]}
-        >
-          <MemoizedFormattedMessage
-            defaultMessage="Cancel"
-            id="xpack.ml.settings.filterLists.editFilterList.cancelButtonLabel"
-          />
-        </EuiButtonEmpty>
-      </EuiFlexItem>
-      <EuiFlexItem
-        grow={false}
-      >
-        <EuiButton
-          data-test-subj="mlFilterListSaveButton"
-          disabled={false}
-          fill={true}
-          onClick={[Function]}
-        >
-          <MemoizedFormattedMessage
-            defaultMessage="Save"
-            id="xpack.ml.settings.filterLists.editFilterList.saveButtonLabel"
-          />
-        </EuiButton>
-      </EuiFlexItem>
-    </EuiFlexGroup>
-  </div>
-  <HelpMenu
-    docLink={[MockFunction]}
-  />
-</Fragment>
-`;
-
-exports[`EditFilterList updates the items per page 1`] = `
-<Fragment>
-  <div
-    data-test-subj="mlPageFilterListEdit"
-  >
-    <EditFilterListHeader
-      canCreateFilter={true}
-      description="List of known safe domains"
-      isNewFilterIdInvalid={false}
-      newFilterId=""
-      totalItemCount={4}
-      updateDescription={[Function]}
-      updateNewFilterId={[Function]}
-      usedBy={
-        Object {
-          "detectors": Array [
-            "high info content",
-          ],
-          "jobs": Array [
-            "dns_exfiltration",
-          ],
-        }
-      }
-    />
-    <EditFilterListToolbar
-      addItems={[Function]}
-      canCreateFilter={true}
-      canDeleteFilter={true}
-      deleteSelectedItems={[Function]}
-      onSearchChange={[Function]}
-      selectedItemCount={0}
-    />
-    <EuiSpacer
-      size="xl"
-    />
-    <ItemsGrid
-      activePage={0}
-      items={
-        Array [
-          "google.com",
-          "google.co.uk",
-          "elastic.co",
-          "youtube.com",
-        ]
-      }
-      itemsPerPage={500}
-      itemsPerPageOptions={
-        Array [
-          50,
-          100,
-          500,
-          1000,
-        ]
-      }
-      numberColumns={4}
-      selectedItems={Array []}
-      setActivePage={[Function]}
-      setItemSelected={[Function]}
-      setItemsPerPage={[Function]}
-      totalItemCount={4}
-    />
-    <EuiFlexGroup
-      justifyContent="flexEnd"
-    >
-      <EuiFlexItem
-        grow={false}
-      >
-        <EuiButtonEmpty
-          data-test-subj="mlFilterListCancelButton"
-          onClick={[Function]}
-        >
-          <MemoizedFormattedMessage
-            defaultMessage="Cancel"
-            id="xpack.ml.settings.filterLists.editFilterList.cancelButtonLabel"
-          />
-        </EuiButtonEmpty>
-      </EuiFlexItem>
-      <EuiFlexItem
-        grow={false}
-      >
-        <EuiButton
-          data-test-subj="mlFilterListSaveButton"
-          disabled={false}
-          fill={true}
-          onClick={[Function]}
-        >
-          <MemoizedFormattedMessage
-            defaultMessage="Save"
-            id="xpack.ml.settings.filterLists.editFilterList.saveButtonLabel"
-          />
-        </EuiButton>
-      </EuiFlexItem>
-    </EuiFlexGroup>
-  </div>
-  <HelpMenu
-    docLink={[MockFunction]}
-  />
-</Fragment>
-`;
diff --git a/x-pack/plugins/ml/public/application/settings/filter_lists/edit/edit_filter_list.js b/x-pack/plugins/ml/public/application/settings/filter_lists/edit/edit_filter_list.js
index d05484a9d3b89..2f53963a5b3f2 100644
--- a/x-pack/plugins/ml/public/application/settings/filter_lists/edit/edit_filter_list.js
+++ b/x-pack/plugins/ml/public/application/settings/filter_lists/edit/edit_filter_list.js
@@ -30,10 +30,8 @@ import { EditFilterListHeader } from './header';
 import { EditFilterListToolbar } from './toolbar';
 import { ItemsGrid } from '../../../components/items_grid';
 import { isValidFilterListId, saveFilterList } from './utils';
-import { ml } from '../../../services/ml_api_service';
 import { toastNotificationServiceProvider } from '../../../services/toast_notification_service';
 import { ML_PAGES } from '../../../../../common/constants/locator';
-import { getDocLinks } from '../../../util/dependency_cache';
 import { HelpMenu } from '../../../components/help_menu';
 
 const DEFAULT_ITEMS_PER_PAGE = 50;
@@ -116,6 +114,7 @@ export class EditFilterListUI extends Component {
   };
 
   loadFilterList = (filterId) => {
+    const ml = this.props.kibana.services.mlServices.mlApiServices;
     ml.filters
       .filters({ filterId })
       .then((filter) => {
@@ -285,7 +284,14 @@ export class EditFilterListUI extends Component {
 
     const { loadedFilter, newFilterId, description, items } = this.state;
     const filterId = this.props.filterId !== undefined ? this.props.filterId : newFilterId;
-    saveFilterList(filterId, description, items, loadedFilter)
+    saveFilterList(
+      this.props.kibana.services.notifications.toasts,
+      this.props.kibana.services.mlServices.mlApiServices,
+      filterId,
+      description,
+      items,
+      loadedFilter
+    )
       .then((savedFilter) => {
         this.setLoadedFilterState(savedFilter);
         this.returnToFiltersList();
@@ -321,7 +327,7 @@ export class EditFilterListUI extends Component {
 
     const totalItemCount = items !== undefined ? items.length : 0;
 
-    const helpLink = getDocLinks().links.ml.customRules;
+    const helpLink = this.props.kibana.services.docLinks.links.ml.customRules;
 
     return (
       <>
diff --git a/x-pack/plugins/ml/public/application/settings/filter_lists/edit/edit_filter_list.test.js b/x-pack/plugins/ml/public/application/settings/filter_lists/edit/edit_filter_list.test.js
index e3e740f1f7d78..a277457151fa7 100644
--- a/x-pack/plugins/ml/public/application/settings/filter_lists/edit/edit_filter_list.test.js
+++ b/x-pack/plugins/ml/public/application/settings/filter_lists/edit/edit_filter_list.test.js
@@ -5,22 +5,16 @@
  * 2.0.
  */
 
-jest.mock('../../../components/help_menu', () => ({
-  HelpMenu: () => <div id="mockHelpMenu" />,
-}));
+import React from 'react';
+import { render, waitFor, within } from '@testing-library/react';
+import userEvent from '@testing-library/user-event';
+import '@testing-library/jest-dom/extend-expect';
+import { __IntlProvider as IntlProvider } from '@kbn/i18n-react';
 
-jest.mock('../../../util/dependency_cache', () => ({
-  getDocLinks: () => ({
-    links: {
-      ml: { customRules: jest.fn() },
-    },
-  }),
-}));
+import { EditFilterList } from './edit_filter_list';
 
-// Define the required mocks used for loading, saving and validating the filter list.
-jest.mock('./utils', () => ({
-  isValidFilterListId: () => true,
-  saveFilterList: jest.fn(),
+jest.mock('../../../components/help_menu', () => ({
+  HelpMenu: () => <div id="mockHelpMenu" />,
 }));
 
 // Mock the call for loading the list of filters.
@@ -35,104 +29,243 @@ const mockTestFilter = {
     jobs: ['dns_exfiltration'],
   },
 };
-jest.mock('../../../services/ml_api_service', () => ({
-  ml: {
-    filters: {
-      filters: () => {
-        return Promise.resolve(mockTestFilter);
+const mockFilters = jest.fn().mockImplementation(() => Promise.resolve(mockTestFilter));
+const mockKibanaContext = {
+  services: {
+    docLinks: { links: { ml: { customRules: 'test' } } },
+    notifications: { toasts: { addDanger: jest.fn(), addError: jest.fn() } },
+    mlServices: {
+      mlApiServices: {
+        filters: {
+          filters: mockFilters,
+        },
       },
     },
   },
-}));
+};
 
+const mockReact = React;
 jest.mock('@kbn/kibana-react-plugin/public', () => ({
-  withKibana: (node) => {
-    return node;
+  withKibana: (type) => {
+    const EnhancedType = (props) => {
+      return mockReact.createElement(type, {
+        ...props,
+        kibana: mockKibanaContext,
+      });
+    };
+    return EnhancedType;
   },
 }));
 
-import { shallowWithIntl } from '@kbn/test-jest-helpers';
-import React from 'react';
-
-import { EditFilterList } from './edit_filter_list';
-
 const props = {
   canCreateFilter: true,
   canDeleteFilter: true,
-  kibana: {
-    services: {
-      notifications: {
-        toasts: {
-          addWarning: () => {},
-        },
-      },
-    },
-  },
 };
 
-function prepareEditTest() {
-  const wrapper = shallowWithIntl(<EditFilterList {...props} />);
+describe('EditFilterList', () => {
+  beforeEach(() => {
+    jest.clearAllMocks();
+  });
+
+  test('renders the edit page for a new filter list and updates ID', async () => {
+    const { getByTestId, getByText } = render(
+      <IntlProvider locale="en">
+        <EditFilterList {...props} />
+      </IntlProvider>
+    );
 
-  // Cannot find a way to generate the snapshot after the Promise in the mock ml.filters
-  // has resolved.
-  // So set the loaded filter state directly to ensure the snapshot is generated against
-  // the test filter and not the default empty state.
-  const instance = wrapper.instance();
-  instance.setLoadedFilterState(mockTestFilter);
-  wrapper.update();
+    // The filter list should be empty.
+    expect(getByText('No items have been added')).toBeInTheDocument();
 
-  return wrapper;
-}
+    const mlNewFilterListIdInput = getByTestId('mlNewFilterListIdInput');
+    expect(mlNewFilterListIdInput).toBeInTheDocument();
 
-describe('EditFilterList', () => {
-  test('renders the edit page for a new filter list and updates ID', () => {
-    const wrapper = shallowWithIntl(<EditFilterList {...props} />);
-    expect(wrapper).toMatchSnapshot();
-
-    const instance = wrapper.instance();
-    instance.updateNewFilterId('new_filter_list');
-    wrapper.update();
-    expect(wrapper).toMatchSnapshot();
+    await userEvent.type(mlNewFilterListIdInput, 'new_filter_list');
+
+    await waitFor(() => {
+      expect(mlNewFilterListIdInput).toHaveValue('new_filter_list');
+    });
+
+    // After entering a valid ID, the save button should be enabled.
+    expect(getByTestId('mlFilterListSaveButton')).toBeEnabled();
+
+    await userEvent.clear(mlNewFilterListIdInput);
+
+    // Emptied again, the save button should be disabled.
+    await waitFor(() => {
+      expect(getByTestId('mlFilterListSaveButton')).toBeDisabled();
+    });
+
+    await userEvent.type(mlNewFilterListIdInput, '#invalid#$%^', { delay: 1 });
+
+    await waitFor(() => {
+      expect(mlNewFilterListIdInput).toHaveValue('#invalid#$%^');
+    });
+
+    // After entering an invalid ID, the save button should still be disabled.
+    await waitFor(() => {
+      expect(getByTestId('mlFilterListSaveButton')).toBeDisabled();
+    });
+
+    expect(mockFilters).toHaveBeenCalledTimes(0);
   });
 
-  test('renders the edit page for an existing filter list and updates description', () => {
-    const wrapper = prepareEditTest();
-    expect(wrapper).toMatchSnapshot();
+  // There is a bug in `v13.5.0` of `@testing-library/user-event` that doesn't
+  // allow to click on elements that (wrongly ?) inherit pointer-events.
+  // A PR to update the lib is up here: https://github.com/elastic/kibana/pull/189949
+  test.skip('renders the edit page for an existing filter list and updates description', async () => {
+    const { getByTestId } = render(
+      <IntlProvider locale="en">
+        <EditFilterList {...props} filterId="safe_domains" />
+      </IntlProvider>
+    );
+
+    expect(mockFilters).toHaveBeenCalledWith({ filterId: 'safe_domains' });
+
+    waitFor(() => {
+      expect(getByTestId('mlNewFilterListDescriptionText')).toHaveValue(
+        'List of known safe domains'
+      );
+    });
+
+    const mlFilterListEditDescriptionButton = getByTestId('mlFilterListEditDescriptionButton');
+
+    expect(mlFilterListEditDescriptionButton).toBeInTheDocument();
 
-    const instance = wrapper.instance();
-    instance.updateDescription('Known safe web domains');
-    wrapper.update();
-    expect(wrapper).toMatchSnapshot();
+    // Workaround with `pointerEventsCheck` so we don't get "Error: unable to click element as it has or inherits pointer-events set to "none"."
+    await userEvent.click(mlFilterListEditDescriptionButton, { pointerEventsCheck: 0 });
+
+    const mlFilterListDescriptionInput = getByTestId('mlFilterListDescriptionInput');
+
+    waitFor(() => {
+      expect(mlFilterListDescriptionInput).toBeInTheDocument();
+      expect(mlFilterListDescriptionInput).toHaveValue('List of known safe domains');
+    });
+
+    await userEvent.clear(mlFilterListDescriptionInput);
+    await userEvent.type(mlFilterListDescriptionInput, 'Known safe web domains');
+    await userEvent.click(mlFilterListEditDescriptionButton);
+
+    waitFor(() => {
+      expect(getByTestId('mlNewFilterListDescriptionText')).toHaveValue('Known safe web domains');
+    });
   });
 
-  test('updates the items per page', () => {
-    const wrapper = prepareEditTest();
-    const instance = wrapper.instance();
+  test('updates the items per page', async () => {
+    const { findByText, findByTestId, getByTestId, queryByText } = render(
+      <IntlProvider locale="en">
+        <EditFilterList {...props} filterId="safe_domains" />
+      </IntlProvider>
+    );
+
+    expect(mockFilters).toHaveBeenCalledWith({ filterId: 'safe_domains' });
+
+    // Use findByText to be able to wait for the page to be updated.
+    expect(await findByText('Items per page: 50')).toBeInTheDocument();
+
+    const mlItemsGridPaginationPopover = getByTestId('mlItemsGridPaginationPopover');
+    expect(mlItemsGridPaginationPopover).toBeInTheDocument();
 
-    instance.setItemsPerPage(500);
-    wrapper.update();
-    expect(wrapper).toMatchSnapshot();
+    // Click to open the popover
+    await userEvent.click(mlItemsGridPaginationPopover.querySelector('button'));
+
+    // Use findByText to be able to wait for the page to be updated.
+    expect(await findByTestId('mlItemsGridPaginationMenuPanel')).toBeInTheDocument();
+    // The popover should include the option for 500 items.
+    expect(await findByText('500 items')).toBeInTheDocument();
+
+    // Next we want to click the '500 items' button.
+    const mlItemsGridPaginationMenuPanel = getByTestId('mlItemsGridPaginationMenuPanel');
+    const buttons = within(mlItemsGridPaginationMenuPanel).getAllByRole('button');
+    expect(buttons.length).toBe(4);
+    await userEvent.click(buttons[2]);
+
+    // Use findByText to be able to wait for the page to be updated.
+    expect(await queryByText('Items per page: 50')).not.toBeInTheDocument();
+    expect(await findByText('Items per page: 500')).toBeInTheDocument();
   });
 
-  test('renders after selecting an item and deleting it', () => {
-    const wrapper = prepareEditTest();
-    const instance = wrapper.instance();
+  test('renders after selecting an item and deleting it', async () => {
+    const { findByText, getAllByTestId, getByTestId, queryByText } = render(
+      <IntlProvider locale="en">
+        <EditFilterList {...props} filterId="safe_domains" />
+      </IntlProvider>
+    );
+
+    expect(mockFilters).toHaveBeenCalledWith({ filterId: 'safe_domains' });
 
-    instance.setItemSelected(mockTestFilter.items[1], true);
-    wrapper.update();
-    expect(wrapper).toMatchSnapshot();
+    // Use findByText to be able to wait for the page to be updated.
+    expect(await findByText('google.com')).toBeInTheDocument();
+    expect(await findByText('google.co.uk')).toBeInTheDocument();
+    expect(await findByText('elastic.co')).toBeInTheDocument();
+    expect(await findByText('youtube.com')).toBeInTheDocument();
 
-    instance.deleteSelectedItems();
-    wrapper.update();
-    expect(wrapper).toMatchSnapshot();
+    const checkboxes = getAllByTestId('mlGridItemCheckbox');
+    expect(checkboxes.length).toBe(4);
+
+    // Click the checkbox for google.co.uk and then the delete button.
+    await userEvent.click(checkboxes[1]);
+    await userEvent.click(getByTestId('mlFilterListDeleteItemButton'));
+
+    expect(await findByText('google.com')).toBeInTheDocument();
+    expect(await queryByText('google.co.uk')).not.toBeInTheDocument();
+    expect(await findByText('elastic.co')).toBeInTheDocument();
+    expect(await findByText('youtube.com')).toBeInTheDocument();
+    expect(getAllByTestId('mlGridItemCheckbox')).toHaveLength(3);
   });
 
-  test('adds new items to filter list', () => {
-    const wrapper = prepareEditTest();
-    const instance = wrapper.instance();
+  // There is a bug in `v13.5.0` of `@testing-library/user-event` that doesn't
+  // allow to click on elements that (wrongly ?) inherit pointer-events.
+  // A PR to update the lib is up here: https://github.com/elastic/kibana/pull/189949
+  test.skip('adds new items to filter list', async () => {
+    const { getByTestId, getByText, findByText, findByTestId, queryByTestId, queryByText } = render(
+      <IntlProvider locale="en">
+        <EditFilterList {...props} filterId="safe_domains" />
+      </IntlProvider>
+    );
+
+    expect(mockFilters).toHaveBeenCalledWith({ filterId: 'safe_domains' });
+
+    // Use findByText to be able to wait for the page to be updated.
+    expect(await findByText('google.com')).toBeInTheDocument();
+    expect(await findByText('google.co.uk')).toBeInTheDocument();
+    expect(await findByText('elastic.co')).toBeInTheDocument();
+    expect(await findByText('youtube.com')).toBeInTheDocument();
+    expect(await queryByText('amazon.com')).not.toBeInTheDocument();
+    expect(await queryByText('spotify.com')).not.toBeInTheDocument();
+
+    const mlFilterListOpenNewItemsPopoverButton = queryByTestId(
+      'mlFilterListOpenNewItemsPopoverButton'
+    );
+    expect(mlFilterListOpenNewItemsPopoverButton).toBeInTheDocument();
+    await userEvent.click(mlFilterListOpenNewItemsPopoverButton);
+
+    // Assert that the popover was opened.
+    expect(await findByTestId('mlFilterListAddItemPopoverContent')).toBeInTheDocument();
+
+    // Assert that the textarea is present and empty.
+    const mlFilterListAddItemTextArea = getByTestId('mlFilterListAddItemTextArea');
+    expect(mlFilterListAddItemTextArea).toBeInTheDocument();
+    expect(mlFilterListAddItemTextArea).toHaveValue('');
+
+    // Assert that the add items button prenset but disabled.
+    const mlFilterListAddItemsButton = getByTestId('mlFilterListAddItemsButton');
+    expect(mlFilterListAddItemsButton).toBeInTheDocument();
+    expect(mlFilterListAddItemsButton).toBeDisabled();
+
+    // Enter items in the textarea and click the add items button
+    await userEvent.type(mlFilterListAddItemTextArea, 'amazon.com\nspotify.com');
+    await userEvent.click(mlFilterListAddItemsButton);
+
+    // Assert that the popover is closed again
+    expect(await queryByTestId('mlFilterListAddItemPopover')).not.toBeInTheDocument();
 
-    instance.addItems(['amazon.com', 'spotify.com']);
-    wrapper.update();
-    expect(wrapper).toMatchSnapshot();
+    // Assert that the item grid has been updated.
+    expect(getByText('google.com')).toBeInTheDocument();
+    expect(getByText('google.co.uk')).toBeInTheDocument();
+    expect(getByText('elastic.co')).toBeInTheDocument();
+    expect(getByText('youtube.com')).toBeInTheDocument();
+    expect(getByText('amazon.com')).toBeInTheDocument();
+    expect(getByText('spotify.com')).toBeInTheDocument();
   });
 });
diff --git a/x-pack/plugins/ml/public/application/settings/filter_lists/edit/utils.js b/x-pack/plugins/ml/public/application/settings/filter_lists/edit/utils.js
index 2565a53411298..e1f42e2e636ad 100644
--- a/x-pack/plugins/ml/public/application/settings/filter_lists/edit/utils.js
+++ b/x-pack/plugins/ml/public/application/settings/filter_lists/edit/utils.js
@@ -6,9 +6,7 @@
  */
 
 import { i18n } from '@kbn/i18n';
-import { getToastNotifications } from '../../../util/dependency_cache';
 import { isJobIdValid } from '../../../../../common/util/job_utils';
-import { ml } from '../../../services/ml_api_service';
 
 export function isValidFilterListId(id) {
   //  Filter List ID requires the same format as a Job ID, therefore isJobIdValid can be used
@@ -17,11 +15,18 @@ export function isValidFilterListId(id) {
 
 // Saves a filter list, running an update if the supplied loadedFilterList, holding the
 // original filter list to which edits are being applied, is defined with a filter_id property.
-export function saveFilterList(filterId, description, items, loadedFilterList) {
+export function saveFilterList(
+  toastNotifications,
+  mlApiServices,
+  filterId,
+  description,
+  items,
+  loadedFilterList
+) {
   return new Promise((resolve, reject) => {
     if (loadedFilterList === undefined || loadedFilterList.filter_id === undefined) {
       // Create a new filter.
-      addFilterList(filterId, description, items)
+      addFilterList(toastNotifications, mlApiServices, filterId, description, items)
         .then((newFilter) => {
           resolve(newFilter);
         })
@@ -30,7 +35,7 @@ export function saveFilterList(filterId, description, items, loadedFilterList) {
         });
     } else {
       // Edit to existing filter.
-      updateFilterList(loadedFilterList, description, items)
+      updateFilterList(mlApiServices, loadedFilterList, description, items)
         .then((updatedFilter) => {
           resolve(updatedFilter);
         })
@@ -41,7 +46,7 @@ export function saveFilterList(filterId, description, items, loadedFilterList) {
   });
 }
 
-export function addFilterList(filterId, description, items) {
+export function addFilterList(toastNotifications, mlApiServices, filterId, description, items) {
   const filterWithIdExistsErrorMessage = i18n.translate(
     'xpack.ml.settings.filterLists.filterWithIdExistsErrorMessage',
     {
@@ -54,13 +59,13 @@ export function addFilterList(filterId, description, items) {
 
   return new Promise((resolve, reject) => {
     // First check the filterId isn't already in use by loading the current list of filters.
-    ml.filters
+    mlApiServices.filters
       .filtersStats()
       .then((filterLists) => {
         const savedFilterIds = filterLists.map((filterList) => filterList.filter_id);
         if (savedFilterIds.indexOf(filterId) === -1) {
           // Save the new filter.
-          ml.filters
+          mlApiServices.filters
             .addFilter(filterId, description, items)
             .then((newFilter) => {
               resolve(newFilter);
@@ -69,7 +74,6 @@ export function addFilterList(filterId, description, items) {
               reject(error);
             });
         } else {
-          const toastNotifications = getToastNotifications();
           toastNotifications.addDanger(filterWithIdExistsErrorMessage);
           reject(new Error(filterWithIdExistsErrorMessage));
         }
@@ -80,14 +84,14 @@ export function addFilterList(filterId, description, items) {
   });
 }
 
-export function updateFilterList(loadedFilterList, description, items) {
+export function updateFilterList(mlApiServices, loadedFilterList, description, items) {
   return new Promise((resolve, reject) => {
     // Get items added and removed from loaded filter.
     const loadedItems = loadedFilterList.items;
     const addItems = items.filter((item) => loadedItems.includes(item) === false);
     const removeItems = loadedItems.filter((item) => items.includes(item) === false);
 
-    ml.filters
+    mlApiServices.filters
       .updateFilter(loadedFilterList.filter_id, description, addItems, removeItems)
       .then((updatedFilter) => {
         resolve(updatedFilter);
diff --git a/x-pack/plugins/ml/public/application/settings/filter_lists/list/__snapshots__/filter_lists.test.js.snap b/x-pack/plugins/ml/public/application/settings/filter_lists/list/__snapshots__/filter_lists.test.js.snap
deleted file mode 100644
index 3078fb3d504c9..0000000000000
--- a/x-pack/plugins/ml/public/application/settings/filter_lists/list/__snapshots__/filter_lists.test.js.snap
+++ /dev/null
@@ -1,38 +0,0 @@
-// Jest Snapshot v1, https://goo.gl/fbAQLP
-
-exports[`Filter Lists renders a list of filters 1`] = `
-<Fragment>
-  <div
-    data-test-subj="mlPageFilterListManagement"
-  >
-    <FilterListsHeaderUI
-      refreshFilterLists={[Function]}
-      totalCount={1}
-    />
-    <FilterListsTable
-      canCreateFilter={true}
-      canDeleteFilter={true}
-      filterLists={
-        Array [
-          Object {
-            "description": "List of known safe domains",
-            "filter_id": "safe_domains",
-            "item_count": 500,
-            "used_by": Object {
-              "jobs": Array [
-                "dns_exfiltration",
-              ],
-            },
-          },
-        ]
-      }
-      refreshFilterLists={[Function]}
-      selectedFilterLists={Array []}
-      setSelectedFilterLists={[Function]}
-    />
-  </div>
-  <HelpMenu
-    docLink={[MockFunction]}
-  />
-</Fragment>
-`;
diff --git a/x-pack/plugins/ml/public/application/settings/filter_lists/list/filter_lists.js b/x-pack/plugins/ml/public/application/settings/filter_lists/list/filter_lists.js
index a55473a731322..c955cce8f79d4 100644
--- a/x-pack/plugins/ml/public/application/settings/filter_lists/list/filter_lists.js
+++ b/x-pack/plugins/ml/public/application/settings/filter_lists/list/filter_lists.js
@@ -18,10 +18,8 @@ import { withKibana } from '@kbn/kibana-react-plugin/public';
 
 import { FilterListsHeader } from './header';
 import { FilterListsTable } from './table';
-import { ml } from '../../../services/ml_api_service';
 import { toastNotificationServiceProvider } from '../../../services/toast_notification_service';
 
-import { getDocLinks } from '../../../util/dependency_cache';
 import { HelpMenu } from '../../../components/help_menu';
 
 export class FilterListsUI extends Component {
@@ -64,6 +62,7 @@ export class FilterListsUI extends Component {
   };
 
   refreshFilterLists = () => {
+    const ml = this.props.kibana.services.mlServices.mlApiServices;
     // Load the list of filters.
     ml.filters
       .filtersStats()
@@ -97,7 +96,7 @@ export class FilterListsUI extends Component {
   render() {
     const { filterLists, selectedFilterLists } = this.state;
     const { canCreateFilter, canDeleteFilter } = this.props;
-    const helpLink = getDocLinks().links.ml.customRules;
+    const helpLink = this.props.kibana.services.docLinks.links.ml.customRules;
 
     return (
       <>
diff --git a/x-pack/plugins/ml/public/application/settings/filter_lists/list/filter_lists.test.js b/x-pack/plugins/ml/public/application/settings/filter_lists/list/filter_lists.test.js
index 5d0306564e312..e4a27809019b5 100644
--- a/x-pack/plugins/ml/public/application/settings/filter_lists/list/filter_lists.test.js
+++ b/x-pack/plugins/ml/public/application/settings/filter_lists/list/filter_lists.test.js
@@ -5,50 +5,69 @@
  * 2.0.
  */
 
-import { shallowWithIntl } from '@kbn/test-jest-helpers';
 import React from 'react';
+import { render, screen, waitFor } from '@testing-library/react';
+import '@testing-library/jest-dom/extend-expect';
 
 import { FilterLists } from './filter_lists';
 
+// Mocking the child components to just assert that they get the data
+// received via the async call using mlApiServices in the main component.
 jest.mock('../../../components/help_menu', () => ({
-  HelpMenu: () => <div id="mockHelpMenu" />,
+  HelpMenu: ({ docLink }) => <div data-test-subj="mockHelpMenu" data-link={docLink} />,
 }));
-
-jest.mock('../../../util/dependency_cache', () => ({
-  getDocLinks: () => ({
-    links: {
-      ml: { customRules: jest.fn() },
-    },
-  }),
+jest.mock('./header', () => ({
+  FilterListsHeader: ({ totalCount }) => (
+    <div data-test-subj="mockFilterListsHeader">{totalCount}</div>
+  ),
+}));
+jest.mock('./table', () => ({
+  FilterListsTable: ({ filterLists, selectedFilterLists }) => (
+    <div
+      data-test-subj="mockFilterListsTable"
+      data-filter-lists={JSON.stringify(filterLists)}
+      data-selected-filter-lists={JSON.stringify(selectedFilterLists)}
+    />
+  ),
 }));
 
 jest.mock('../../../capabilities/check_capabilities', () => ({
   checkPermission: () => true,
 }));
 
-jest.mock('@kbn/kibana-react-plugin/public', () => ({
-  withKibana: (node) => {
-    return node;
-  },
-}));
-
 // Mock the call for loading the list of filters.
-// The mock is hoisted to the top, so need to prefix the filter variable
-// with 'mock' so it can be used lazily.
 const mockTestFilter = {
   filter_id: 'safe_domains',
   description: 'List of known safe domains',
   item_count: 500,
   used_by: { jobs: ['dns_exfiltration'] },
 };
-jest.mock('../../../services/ml_api_service', () => ({
-  ml: {
-    filters: {
-      filtersStats: () => {
-        return Promise.resolve([mockTestFilter]);
+const mockKibanaProp = {
+  services: {
+    docLinks: { links: { ml: { customRules: 'https://customRules' } } },
+    mlServices: {
+      mlApiServices: {
+        filters: {
+          filtersStats: () => {
+            return Promise.resolve([mockTestFilter]);
+          },
+        },
       },
     },
   },
+};
+
+const mockReact = React;
+jest.mock('@kbn/kibana-react-plugin/public', () => ({
+  withKibana: (type) => {
+    const EnhancedType = (props) => {
+      return mockReact.createElement(type, {
+        ...props,
+        kibana: mockKibanaProp,
+      });
+    };
+    return EnhancedType;
+  },
 }));
 
 const props = {
@@ -57,15 +76,23 @@ const props = {
 };
 
 describe('Filter Lists', () => {
-  test('renders a list of filters', () => {
-    const wrapper = shallowWithIntl(<FilterLists {...props} />);
+  test('renders a list of filters', async () => {
+    render(<FilterLists {...props} />);
+
+    // Wait for the elements to appear
+    await waitFor(() => {
+      expect(screen.getByTestId('mockFilterListsHeader')).toHaveTextContent('1');
+    });
+
+    // Assert that the child components receive the data based on async calls and kibana context.
+    const filterListsTableElement = screen.getByTestId('mockFilterListsTable');
+    expect(filterListsTableElement).toHaveAttribute(
+      'data-filter-lists',
+      JSON.stringify([mockTestFilter])
+    );
+    expect(filterListsTableElement).toHaveAttribute('data-selected-filter-lists', '[]');
 
-    // Cannot find a way to generate the snapshot after the Promise in the mock ml.filters
-    // has resolved.
-    // So set the filter lists directly to ensure the snapshot is generated against
-    // the test list and not the default empty state.
-    wrapper.instance().setFilterLists([mockTestFilter]);
-    wrapper.update();
-    expect(wrapper).toMatchSnapshot();
+    const helpMenuElement = screen.getByTestId('mockHelpMenu');
+    expect(helpMenuElement).toHaveAttribute('data-link', 'https://customRules');
   });
 });
diff --git a/x-pack/plugins/ml/public/application/settings/settings.test.tsx b/x-pack/plugins/ml/public/application/settings/settings.test.tsx
index 89ad2a965df91..38ef8c784c114 100644
--- a/x-pack/plugins/ml/public/application/settings/settings.test.tsx
+++ b/x-pack/plugins/ml/public/application/settings/settings.test.tsx
@@ -16,22 +16,19 @@ jest.mock('../components/help_menu', () => ({
 }));
 
 jest.mock('../contexts/kibana', () => ({
-  useNotifications: () => {
-    return {
-      toasts: { addDanger: jest.fn(), addError: jest.fn() },
-    };
-  },
-  useMlKibana: () => {
-    return {
-      services: {
-        docLinks: {
-          links: {
-            ml: { guide: jest.fn() },
-          },
+  useNotifications: () => ({
+    toasts: { addDanger: jest.fn(), addError: jest.fn() },
+  }),
+  useMlApiContext: jest.fn(),
+  useMlKibana: () => ({
+    services: {
+      docLinks: {
+        links: {
+          ml: { guide: jest.fn() },
         },
       },
-    };
-  },
+    },
+  }),
 }));
 
 jest.mock('../contexts/kibana/use_create_url', () => ({
diff --git a/x-pack/plugins/ml/public/application/timeseriesexplorer/components/plot_function_controls/plot_function_controls.tsx b/x-pack/plugins/ml/public/application/timeseriesexplorer/components/plot_function_controls/plot_function_controls.tsx
index 6ad84f892eb31..3a44cd19f645d 100644
--- a/x-pack/plugins/ml/public/application/timeseriesexplorer/components/plot_function_controls/plot_function_controls.tsx
+++ b/x-pack/plugins/ml/public/application/timeseriesexplorer/components/plot_function_controls/plot_function_controls.tsx
@@ -10,7 +10,7 @@ import { EuiFlexItem, EuiFormRow, EuiSelect } from '@elastic/eui';
 import { i18n } from '@kbn/i18n';
 import { ML_JOB_AGGREGATION } from '@kbn/ml-anomaly-utils';
 import type { MlJob } from '@elastic/elasticsearch/lib/api/types';
-import { mlJobService } from '../../../services/job_service';
+import { useMlJobService } from '../../../services/job_service';
 import { getFunctionDescription, isMetricDetector } from '../../get_function_description';
 import { useToastNotificationService } from '../../../services/toast_notification_service';
 import { useMlResultsService } from '../../../services/results_service';
@@ -56,19 +56,18 @@ export const PlotByFunctionControls = ({
 }) => {
   const toastNotificationService = useToastNotificationService();
   const mlResultsService = useMlResultsService();
+  const mlJobService = useMlJobService();
 
   const getFunctionDescriptionToPlot = useCallback(
     async (
       _selectedDetectorIndex: number,
       _selectedEntities: MlEntity | undefined,
-      _selectedJobId: string,
       _selectedJob: CombinedJob
     ) => {
       const functionToPlot = await getFunctionDescription(
         {
           selectedDetectorIndex: _selectedDetectorIndex,
           selectedEntities: _selectedEntities,
-          selectedJobId: _selectedJobId,
           selectedJob: _selectedJob,
         },
         toastNotificationService,
@@ -95,12 +94,7 @@ export const PlotByFunctionControls = ({
     ) {
       const detector = selectedJob.analysis_config.detectors[selectedDetectorIndex];
       if (detector?.function === ML_JOB_AGGREGATION.METRIC) {
-        getFunctionDescriptionToPlot(
-          selectedDetectorIndex,
-          selectedEntities,
-          selectedJobId,
-          selectedJob
-        );
+        getFunctionDescriptionToPlot(selectedDetectorIndex, selectedEntities, selectedJob);
       }
     }
     // eslint-disable-next-line react-hooks/exhaustive-deps
diff --git a/x-pack/plugins/ml/public/application/timeseriesexplorer/components/series_controls/series_controls.tsx b/x-pack/plugins/ml/public/application/timeseriesexplorer/components/series_controls/series_controls.tsx
index ead36e4ffe3a4..1d9d61e3ddc32 100644
--- a/x-pack/plugins/ml/public/application/timeseriesexplorer/components/series_controls/series_controls.tsx
+++ b/x-pack/plugins/ml/public/application/timeseriesexplorer/components/series_controls/series_controls.tsx
@@ -16,7 +16,7 @@ import { useStorage } from '@kbn/ml-local-storage';
 import type { MlEntityFieldType } from '@kbn/ml-anomaly-utils';
 import type { MlJob } from '@elastic/elasticsearch/lib/api/types';
 import { EntityControl } from '../entity_control';
-import { mlJobService } from '../../../services/job_service';
+import { useMlJobService } from '../../../services/job_service';
 import type {
   CombinedJob,
   Detector,
@@ -105,6 +105,7 @@ export const SeriesControls: FC<PropsWithChildren<SeriesControlsProps>> = ({
       },
     },
   } = useMlKibana();
+  const mlJobService = useMlJobService();
 
   const selectedJob: CombinedJob | MlJob = useMemo(
     () => job ?? mlJobService.getJob(selectedJobId),
@@ -128,7 +129,6 @@ export const SeriesControls: FC<PropsWithChildren<SeriesControlsProps>> = ({
     return getControlsForDetector(
       selectedDetectorIndex,
       selectedEntities,
-      selectedJobId,
       selectedJob as CombinedJob
     );
     // eslint-disable-next-line react-hooks/exhaustive-deps
diff --git a/x-pack/plugins/ml/public/application/timeseriesexplorer/components/timeseries_chart/timeseries_chart.js b/x-pack/plugins/ml/public/application/timeseriesexplorer/components/timeseries_chart/timeseries_chart.js
index d1e75c0bea9b0..7882fdfc21513 100644
--- a/x-pack/plugins/ml/public/application/timeseriesexplorer/components/timeseries_chart/timeseries_chart.js
+++ b/x-pack/plugins/ml/public/application/timeseriesexplorer/components/timeseries_chart/timeseries_chart.js
@@ -161,9 +161,18 @@ class TimeseriesChartIntl extends Component {
   rowMouseenterSubscriber = null;
   rowMouseleaveSubscriber = null;
 
-  constructor(props) {
+  constructor(props, constructorContext) {
     super(props);
     this.state = { popoverData: null, popoverCoords: [0, 0], showRuleEditorFlyout: () => {} };
+
+    this.mlTimeSeriesExplorer = timeSeriesExplorerServiceFactory(
+      constructorContext.services.uiSettings,
+      constructorContext.services.mlServices.mlApiServices,
+      constructorContext.services.mlServices.mlResultsService
+    );
+    this.getTimeBuckets = timeBucketsServiceFactory(
+      constructorContext.services.uiSettings
+    ).getTimeBuckets;
   }
 
   componentWillUnmount() {
@@ -179,15 +188,6 @@ class TimeseriesChartIntl extends Component {
   }
 
   componentDidMount() {
-    this.mlTimeSeriesExplorer = timeSeriesExplorerServiceFactory(
-      this.context.services.uiSettings,
-      this.context.services.mlServices.mlApiServices,
-      this.context.services.mlServices.mlResultsService
-    );
-    this.getTimeBuckets = timeBucketsServiceFactory(
-      this.context.services.uiSettings
-    ).getTimeBuckets;
-
     const { svgWidth, svgHeight } = this.props;
     const { focusHeight: focusHeightIncoming, focusChartHeight: focusChartIncoming } = svgHeight
       ? getChartHeights(svgHeight)
diff --git a/x-pack/plugins/ml/public/application/timeseriesexplorer/components/timeseries_chart/timeseries_chart.test.js b/x-pack/plugins/ml/public/application/timeseriesexplorer/components/timeseries_chart/timeseries_chart.test.js
index cdd8540dc22bf..1e9da4aa72787 100644
--- a/x-pack/plugins/ml/public/application/timeseriesexplorer/components/timeseries_chart/timeseries_chart.test.js
+++ b/x-pack/plugins/ml/public/application/timeseriesexplorer/components/timeseries_chart/timeseries_chart.test.js
@@ -7,7 +7,7 @@
 
 import moment from 'moment-timezone';
 import { mountWithIntl } from '@kbn/test-jest-helpers';
-import { KibanaContextProvider } from '@kbn/kibana-react-plugin/public';
+import { createKibanaReactContext } from '@kbn/kibana-react-plugin/public';
 import React from 'react';
 
 import { TimeseriesChart } from './timeseries_chart';
@@ -37,10 +37,6 @@ jest.mock('../../../util/time_series_explorer_service', () => ({
   },
 }));
 
-jest.mock('../../../services/field_format_service', () => ({
-  mlFieldFormatService: {},
-}));
-
 function getTimeseriesChartPropsMock() {
   return {
     contextChartSelected: jest.fn(),
@@ -55,12 +51,13 @@ function getTimeseriesChartPropsMock() {
   };
 }
 
-const servicesMock = {
+const kibanaReactContextMock = createKibanaReactContext({
   mlServices: {
     mlApiServices: {},
     mlResultsService: {},
   },
-};
+  notifications: { toasts: { addDanger: jest.fn(), addSuccess: jest.fn() } },
+});
 
 describe('TimeseriesChart', () => {
   const mockedGetBBox = { x: 0, y: -10, width: 40, height: 20 };
@@ -78,9 +75,9 @@ describe('TimeseriesChart', () => {
     const props = getTimeseriesChartPropsMock();
 
     const wrapper = mountWithIntl(
-      <KibanaContextProvider services={servicesMock}>
+      <kibanaReactContextMock.Provider>
         <TimeseriesChart {...props} />
-      </KibanaContextProvider>
+      </kibanaReactContextMock.Provider>
     );
 
     expect(wrapper.html()).toBe('<div class="ml-timeseries-chart-react"></div>');
diff --git a/x-pack/plugins/ml/public/application/timeseriesexplorer/components/timeseries_chart/timeseries_chart_with_tooltip.tsx b/x-pack/plugins/ml/public/application/timeseriesexplorer/components/timeseries_chart/timeseries_chart_with_tooltip.tsx
index 3a5fe63f7a81a..14c57cbb6c20e 100644
--- a/x-pack/plugins/ml/public/application/timeseriesexplorer/components/timeseries_chart/timeseries_chart_with_tooltip.tsx
+++ b/x-pack/plugins/ml/public/application/timeseriesexplorer/components/timeseries_chart/timeseries_chart_with_tooltip.tsx
@@ -86,7 +86,7 @@ export const TimeSeriesChartWithTooltips: FC<TimeSeriesChartWithTooltipsProps> =
 
   useEffect(() => {
     let unmounted = false;
-    const entities = getControlsForDetector(detectorIndex, selectedEntities, selectedJob.job_id);
+    const entities = getControlsForDetector(detectorIndex, selectedEntities, selectedJob);
     const nonBlankEntities = Array.isArray(entities)
       ? entities.filter((entity) => entity.fieldValue !== null)
       : undefined;
diff --git a/x-pack/plugins/ml/public/application/timeseriesexplorer/get_controls_for_detector.ts b/x-pack/plugins/ml/public/application/timeseriesexplorer/get_controls_for_detector.ts
index 214fe8bf45f47..f4dc6bceaa237 100644
--- a/x-pack/plugins/ml/public/application/timeseriesexplorer/get_controls_for_detector.ts
+++ b/x-pack/plugins/ml/public/application/timeseriesexplorer/get_controls_for_detector.ts
@@ -5,9 +5,8 @@
  * 2.0.
  */
 
-import { mlJobService } from '../services/job_service';
 import type { Entity } from './components/entity_control/entity_control';
-import type { JobId, CombinedJob } from '../../../common/types/anomaly_detection_jobs';
+import type { CombinedJob } from '../../../common/types/anomaly_detection_jobs';
 import type { MlEntity } from '../../embeddables';
 
 /**
@@ -16,11 +15,8 @@ import type { MlEntity } from '../../embeddables';
 export function getControlsForDetector(
   selectedDetectorIndex: number,
   selectedEntities: MlEntity | undefined,
-  selectedJobId: JobId,
-  job?: CombinedJob
+  selectedJob: CombinedJob
 ): Entity[] {
-  const selectedJob = job ?? mlJobService.getJob(selectedJobId);
-
   const entities: Entity[] = [];
 
   if (selectedJob === undefined) {
diff --git a/x-pack/plugins/ml/public/application/timeseriesexplorer/get_function_description.ts b/x-pack/plugins/ml/public/application/timeseriesexplorer/get_function_description.ts
index 274bfd3c6f27c..ed060c3c66dd4 100644
--- a/x-pack/plugins/ml/public/application/timeseriesexplorer/get_function_description.ts
+++ b/x-pack/plugins/ml/public/application/timeseriesexplorer/get_function_description.ts
@@ -34,12 +34,10 @@ export const getFunctionDescription = async (
   {
     selectedDetectorIndex,
     selectedEntities,
-    selectedJobId,
     selectedJob,
   }: {
     selectedDetectorIndex: number;
     selectedEntities: MlEntity | undefined;
-    selectedJobId: string;
     selectedJob: CombinedJob;
   },
   toastNotificationService: ToastNotificationService,
@@ -52,7 +50,7 @@ export const getFunctionDescription = async (
   const entityControls = getControlsForDetector(
     selectedDetectorIndex,
     selectedEntities,
-    selectedJobId
+    selectedJob
   );
   const criteriaFields = getCriteriaFields(selectedDetectorIndex, entityControls);
 
diff --git a/x-pack/plugins/ml/public/application/timeseriesexplorer/timeseriesexplorer.d.ts b/x-pack/plugins/ml/public/application/timeseriesexplorer/timeseriesexplorer.d.ts
index ec201d29cdc3a..90dfe24946195 100644
--- a/x-pack/plugins/ml/public/application/timeseriesexplorer/timeseriesexplorer.d.ts
+++ b/x-pack/plugins/ml/public/application/timeseriesexplorer/timeseriesexplorer.d.ts
@@ -9,20 +9,21 @@ import React from 'react';
 
 import type { TimeRangeBounds } from '@kbn/ml-time-buckets';
 
-interface Props {
+interface TimeSeriesExplorerProps {
   appStateHandler: (action: string, payload: any) => void;
   autoZoomDuration: number | undefined;
   bounds: TimeRangeBounds | undefined;
-  dateFormatTz: string;
   lastRefresh: number;
-  selectedJobId: string | undefined;
-  selectedDetectorIndex: number;
-  selectedEntities: Record<string, string> | undefined;
+  previousRefresh?: number;
+  dateFormatTz: string;
+  selectedJobId: string;
+  selectedDetectorIndex?: number;
+  selectedEntities?: Record<string, string>;
   selectedForecastId?: string;
-  tableInterval: string;
-  tableSeverity: number;
+  tableInterval?: string;
+  tableSeverity?: number;
   zoom?: { from?: string; to?: string };
 }
 
 // eslint-disable-next-line react/prefer-stateless-function
-declare class TimeSeriesExplorer extends React.Component<Props> {}
+declare class TimeSeriesExplorer extends React.Component<TimeSeriesExplorerProps> {}
diff --git a/x-pack/plugins/ml/public/application/timeseriesexplorer/timeseriesexplorer.js b/x-pack/plugins/ml/public/application/timeseriesexplorer/timeseriesexplorer.js
index 0eb8182fa3e3c..4bfcb8e7fd98c 100644
--- a/x-pack/plugins/ml/public/application/timeseriesexplorer/timeseriesexplorer.js
+++ b/x-pack/plugins/ml/public/application/timeseriesexplorer/timeseriesexplorer.js
@@ -42,7 +42,6 @@ import { FormattedMessage } from '@kbn/i18n-react';
 import { context } from '@kbn/kibana-react-plugin/public';
 import { getBoundsRoundedToInterval } from '@kbn/ml-time-buckets';
 import { ResizeChecker } from '@kbn/kibana-utils-plugin/public';
-import { TimeSeriesExplorerHelpPopover } from './timeseriesexplorer_help_popover';
 
 import { ANOMALIES_TABLE_DEFAULT_QUERY_SIZE } from '../../../common/constants/search';
 import {
@@ -56,18 +55,19 @@ import {
 import { AnnotationFlyout } from '../components/annotations/annotation_flyout';
 import { AnnotationsTable } from '../components/annotations/annotations_table';
 import { AnomaliesTable } from '../components/anomalies_table/anomalies_table';
-import { ForecastingModal } from './components/forecasting_modal/forecasting_modal';
 import { LoadingIndicator } from '../components/loading_indicator/loading_indicator';
 import { SelectInterval } from '../components/controls/select_interval/select_interval';
 import { SelectSeverity } from '../components/controls/select_severity/select_severity';
-import { TimeseriesexplorerNoChartData } from './components/timeseriesexplorer_no_chart_data';
-import { TimeSeriesExplorerPage } from './timeseriesexplorer_page';
-
-import { ml } from '../services/ml_api_service';
 import { forecastServiceFactory } from '../services/forecast_service';
 import { timeSeriesExplorerServiceFactory } from '../util/time_series_explorer_service';
-import { mlJobService } from '../services/job_service';
+import { mlJobServiceFactory } from '../services/job_service';
 import { mlResultsServiceProvider } from '../services/results_service';
+import { toastNotificationServiceProvider } from '../services/toast_notification_service';
+
+import { ForecastingModal } from './components/forecasting_modal/forecasting_modal';
+import { TimeseriesexplorerNoChartData } from './components/timeseriesexplorer_no_chart_data';
+import { TimeSeriesExplorerPage } from './timeseriesexplorer_page';
+import { TimeSeriesExplorerHelpPopover } from './timeseriesexplorer_help_popover';
 
 import {
   APP_STATE_ACTION,
@@ -99,13 +99,15 @@ const allValuesLabel = i18n.translate('xpack.ml.timeSeriesExplorer.allPartitionV
 const containerPadding = 34;
 
 export class TimeSeriesExplorer extends React.Component {
+  static contextType = context;
+
   static propTypes = {
     appStateHandler: PropTypes.func.isRequired,
     autoZoomDuration: PropTypes.number.isRequired,
     bounds: PropTypes.object.isRequired,
     dateFormatTz: PropTypes.string.isRequired,
     lastRefresh: PropTypes.number.isRequired,
-    previousRefresh: PropTypes.number.isRequired,
+    previousRefresh: PropTypes.number,
     selectedJobId: PropTypes.string.isRequired,
     selectedDetectorIndex: PropTypes.number,
     selectedEntities: PropTypes.object,
@@ -113,8 +115,6 @@ export class TimeSeriesExplorer extends React.Component {
     tableInterval: PropTypes.string,
     tableSeverity: PropTypes.number,
     zoom: PropTypes.object,
-    toastNotificationService: PropTypes.object,
-    dataViewsService: PropTypes.object,
   };
 
   state = getTimeseriesexplorerDefaultState();
@@ -141,11 +141,37 @@ export class TimeSeriesExplorer extends React.Component {
    */
   static contextType = context;
 
-  mlTimeSeriesExplorer;
-  mlTimeSeriesSearchService;
+  dataViewsService;
+  toastNotificationService;
+  mlApiServices;
   mlForecastService;
-  mlResultsService;
   mlIndexUtils;
+  mlJobService;
+  mlResultsService;
+  mlTimeSeriesExplorer;
+  mlTimeSeriesSearchService;
+
+  constructor(props, constructorContext) {
+    super(props, constructorContext);
+    this.dataViewsService = constructorContext.services.data.dataViews;
+    this.toastNotificationService = toastNotificationServiceProvider(
+      constructorContext.services.notifications.toasts
+    );
+    this.mlApiServices = constructorContext.services.mlServices.mlApiServices;
+    this.mlForecastService = forecastServiceFactory(this.mlApiServices);
+    this.mlIndexUtils = indexServiceFactory(this.dataViewsService);
+    this.mlJobService = mlJobServiceFactory(this.toastNotificationService, this.mlApiServices);
+    this.mlResultsService = mlResultsServiceProvider(this.mlApiServices);
+    this.mlTimeSeriesExplorer = timeSeriesExplorerServiceFactory(
+      constructorContext.services.uiSettings,
+      this.mlApiServices,
+      this.mlResultsService
+    );
+    this.mlTimeSeriesSearchService = timeSeriesSearchServiceFactory(
+      this.mlResultsService,
+      this.mlApiServices
+    );
+  }
 
   /**
    * Returns field names that don't have a selection yet.
@@ -226,7 +252,7 @@ export class TimeSeriesExplorer extends React.Component {
 
   getFocusAggregationInterval(selection) {
     const { selectedJobId } = this.props;
-    const selectedJob = mlJobService.getJob(selectedJobId);
+    const selectedJob = this.mlJobService.getJob(selectedJobId);
 
     // Calculate the aggregation interval for the focus chart.
     const bounds = { min: moment(selection.from), max: moment(selection.to) };
@@ -245,7 +271,7 @@ export class TimeSeriesExplorer extends React.Component {
     const { selectedJobId, selectedForecastId, selectedDetectorIndex, functionDescription } =
       this.props;
     const { modelPlotEnabled } = this.state;
-    const selectedJob = mlJobService.getJob(selectedJobId);
+    const selectedJob = this.mlJobService.getJob(selectedJobId);
     if (isMetricDetector(selectedJob, selectedDetectorIndex) && functionDescription === undefined) {
       return;
     }
@@ -301,9 +327,11 @@ export class TimeSeriesExplorer extends React.Component {
       tableSeverity,
       functionDescription,
     } = this.props;
+    const mlJobService = this.mlJobService;
     const selectedJob = mlJobService.getJob(selectedJobId);
     const entityControls = this.getControlsForDetector();
 
+    const ml = this.mlApiServices;
     return ml.results
       .getAnomaliesTableData(
         [selectedJob.job_id],
@@ -365,13 +393,14 @@ export class TimeSeriesExplorer extends React.Component {
   };
 
   displayErrorToastMessages = (error, errorMsg) => {
-    if (this.props.toastNotificationService) {
-      this.props.toastNotificationService.displayErrorToast(error, errorMsg, 2000);
+    if (this.toastNotificationService) {
+      this.toastNotificationService.displayErrorToast(error, errorMsg, 2000);
     }
     this.setState({ loading: false, chartDataError: errorMsg });
   };
 
   loadSingleMetricData = (fullRefresh = true) => {
+    const mlJobService = this.mlJobService;
     const {
       autoZoomDuration,
       bounds,
@@ -653,7 +682,8 @@ export class TimeSeriesExplorer extends React.Component {
    */
   getControlsForDetector = () => {
     const { selectedDetectorIndex, selectedEntities, selectedJobId } = this.props;
-    return getControlsForDetector(selectedDetectorIndex, selectedEntities, selectedJobId);
+    const selectedJob = this.mlJobService.getJob(selectedJobId);
+    return getControlsForDetector(selectedDetectorIndex, selectedEntities, selectedJob);
   };
 
   /**
@@ -676,7 +706,7 @@ export class TimeSeriesExplorer extends React.Component {
   loadForJobId(jobId) {
     const { appStateHandler, selectedDetectorIndex } = this.props;
 
-    const selectedJob = mlJobService.getJob(jobId);
+    const selectedJob = this.mlJobService.getJob(jobId);
 
     if (selectedJob === undefined) {
       return;
@@ -698,8 +728,8 @@ export class TimeSeriesExplorer extends React.Component {
           },
         }
       );
-      if (this.props.toastNotificationService) {
-        this.props.toastNotificationService.displayWarningToast(warningText);
+      if (this.toastNotificationService) {
+        this.toastNotificationService.displayWarningToast(warningText);
       }
 
       detectorIndex = detectors[0].index;
@@ -715,25 +745,13 @@ export class TimeSeriesExplorer extends React.Component {
   }
 
   componentDidMount() {
-    const { mlApiServices } = this.context.services.mlServices;
-    this.mlResultsService = mlResultsServiceProvider(mlApiServices);
-    this.mlTimeSeriesSearchService = timeSeriesSearchServiceFactory(
-      this.mlResultsService,
-      mlApiServices
-    );
-    this.mlTimeSeriesExplorer = timeSeriesExplorerServiceFactory(
-      this.context.services.uiSettings,
-      mlApiServices,
-      this.mlResultsService
-    );
-    this.mlIndexUtils = indexServiceFactory(this.context.services.data.dataViews);
-    this.mlForecastService = forecastServiceFactory(mlApiServices);
+    const mlJobService = this.mlJobService;
     // if timeRange used in the url is incorrect
     // perhaps due to user's advanced setting using incorrect date-maths
     const { invalidTimeRangeError } = this.props;
     if (invalidTimeRangeError) {
-      if (this.props.toastNotificationService) {
-        this.props.toastNotificationService.displayWarningToast(
+      if (this.toastNotificationService) {
+        this.toastNotificationService.displayWarningToast(
           i18n.translate('xpack.ml.timeSeriesExplorer.invalidTimeRangeInUrlCallout', {
             defaultMessage:
               'The time filter was changed to the full range for this job due to an invalid default time filter. Check the advanced settings for {field}.',
@@ -843,13 +861,9 @@ export class TimeSeriesExplorer extends React.Component {
 
   componentDidUpdate(previousProps) {
     if (previousProps === undefined || previousProps.selectedJobId !== this.props.selectedJobId) {
-      const selectedJob = mlJobService.getJob(this.props.selectedJobId);
+      const selectedJob = this.mlJobService.getJob(this.props.selectedJobId);
       this.contextChartSelectedInitCallDone = false;
-      getDataViewsAndIndicesWithGeoFields(
-        [selectedJob],
-        this.props.dataViewsService,
-        this.mlIndexUtils
-      )
+      getDataViewsAndIndicesWithGeoFields([selectedJob], this.dataViewsService, this.mlIndexUtils)
         .then(({ getSourceIndicesWithGeoFieldsResp }) =>
           this.setState(
             {
@@ -931,6 +945,7 @@ export class TimeSeriesExplorer extends React.Component {
   }
 
   render() {
+    const mlJobService = this.mlJobService;
     const {
       autoZoomDuration,
       bounds,
diff --git a/x-pack/plugins/ml/public/application/timeseriesexplorer/timeseriesexplorer_embeddable_chart/timeseriesexplorer_embeddable_chart.js b/x-pack/plugins/ml/public/application/timeseriesexplorer/timeseriesexplorer_embeddable_chart/timeseriesexplorer_embeddable_chart.js
index 5ff5b88060d70..c574e5d1ce741 100644
--- a/x-pack/plugins/ml/public/application/timeseriesexplorer/timeseriesexplorer_embeddable_chart/timeseriesexplorer_embeddable_chart.js
+++ b/x-pack/plugins/ml/public/application/timeseriesexplorer/timeseriesexplorer_embeddable_chart/timeseriesexplorer_embeddable_chart.js
@@ -613,13 +613,8 @@ export class TimeSeriesExplorerEmbeddableChart extends React.Component {
    * @param callback to invoke after a state update.
    */
   getControlsForDetector = () => {
-    const { selectedDetectorIndex, selectedEntities, selectedJobId, selectedJob } = this.props;
-    return getControlsForDetector(
-      selectedDetectorIndex,
-      selectedEntities,
-      selectedJobId,
-      selectedJob
-    );
+    const { selectedDetectorIndex, selectedEntities, selectedJob } = this.props;
+    return getControlsForDetector(selectedDetectorIndex, selectedEntities, selectedJob);
   };
 
   /**
diff --git a/x-pack/plugins/ml/public/application/timeseriesexplorer/timeseriesexplorer_utils/validate_job_selection.ts b/x-pack/plugins/ml/public/application/timeseriesexplorer/timeseriesexplorer_utils/validate_job_selection.ts
index 617d3047056ac..eb07fb02b09dc 100644
--- a/x-pack/plugins/ml/public/application/timeseriesexplorer/timeseriesexplorer_utils/validate_job_selection.ts
+++ b/x-pack/plugins/ml/public/application/timeseriesexplorer/timeseriesexplorer_utils/validate_job_selection.ts
@@ -13,7 +13,7 @@ import type { ToastsStart } from '@kbn/core/public';
 import type { MlJobWithTimeRange } from '../../../../common/types/anomaly_detection_jobs';
 import { isTimeSeriesViewJob } from '../../../../common/util/job_utils';
 
-import { mlJobService } from '../../services/job_service';
+import type { MlJobService } from '../../services/job_service';
 
 import type { GetJobSelection } from '../../contexts/ml/use_job_selection_flyout';
 
@@ -26,6 +26,7 @@ export function validateJobSelection(
   jobsWithTimeRange: MlJobWithTimeRange[],
   selectedJobIds: string[],
   setGlobalState: (...args: any) => void,
+  mlJobService: MlJobService,
   toastNotifications: ToastsStart,
   getJobSelection: GetJobSelection
 ): boolean | string {
diff --git a/x-pack/plugins/ml/public/application/util/chart_utils.test.js b/x-pack/plugins/ml/public/application/util/chart_utils.test.js
index f7bc96e1c18d1..0498ec9f468f1 100644
--- a/x-pack/plugins/ml/public/application/util/chart_utils.test.js
+++ b/x-pack/plugins/ml/public/application/util/chart_utils.test.js
@@ -7,27 +7,6 @@
 
 import seriesConfig from '../explorer/explorer_charts/__mocks__/mock_series_config_filebeat.json';
 
-jest.mock('./dependency_cache', () => {
-  const dateMath = require('@kbn/datemath');
-  let _time = undefined;
-  const timefilter = {
-    setTime: (time) => {
-      _time = time;
-    },
-    getActiveBounds: () => {
-      return {
-        min: dateMath.parse(_time.from),
-        max: dateMath.parse(_time.to),
-      };
-    },
-  };
-  return {
-    getTimefilter: () => timefilter,
-  };
-});
-import { getTimefilter } from './dependency_cache';
-const timefilter = getTimefilter();
-
 import d3 from 'd3';
 import moment from 'moment';
 import React from 'react';
@@ -46,11 +25,6 @@ import {
 
 import { CHART_TYPE } from '../explorer/explorer_constants';
 
-timefilter.setTime({
-  from: moment(seriesConfig.selectedEarliest).toISOString(),
-  to: moment(seriesConfig.selectedLatest).toISOString(),
-});
-
 describe('ML - chart utils', () => {
   describe('getChartType', () => {
     const singleMetricConfig = {
diff --git a/x-pack/plugins/ml/public/application/util/dependency_cache.ts b/x-pack/plugins/ml/public/application/util/dependency_cache.ts
deleted file mode 100644
index b462207e67d9b..0000000000000
--- a/x-pack/plugins/ml/public/application/util/dependency_cache.ts
+++ /dev/null
@@ -1,126 +0,0 @@
-/*
- * Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one
- * or more contributor license agreements. Licensed under the Elastic License
- * 2.0; you may not use this file except in compliance with the Elastic License
- * 2.0.
- */
-
-import type { DataPublicPluginSetup } from '@kbn/data-plugin/public';
-import type {
-  IUiSettingsClient,
-  ApplicationStart,
-  HttpStart,
-  I18nStart,
-  DocLinksStart,
-  ToastsStart,
-  ChromeRecentlyAccessed,
-} from '@kbn/core/public';
-import type { FieldFormatsStart } from '@kbn/field-formats-plugin/public';
-import type { MapsStartApi } from '@kbn/maps-plugin/public';
-
-export interface DependencyCache {
-  timefilter: DataPublicPluginSetup['query']['timefilter'] | null;
-  config: IUiSettingsClient | null;
-  docLinks: DocLinksStart | null;
-  toastNotifications: ToastsStart | null;
-  recentlyAccessed: ChromeRecentlyAccessed | null;
-  fieldFormats: FieldFormatsStart | null;
-  application: ApplicationStart | null;
-  http: HttpStart | null;
-  i18n: I18nStart | null;
-  maps: MapsStartApi | null;
-}
-
-const cache: DependencyCache = {
-  timefilter: null,
-  config: null,
-  docLinks: null,
-  toastNotifications: null,
-  recentlyAccessed: null,
-  fieldFormats: null,
-  application: null,
-  http: null,
-  i18n: null,
-  maps: null,
-};
-
-export function setDependencyCache(deps: Partial<DependencyCache>) {
-  cache.timefilter = deps.timefilter || null;
-  cache.config = deps.config || null;
-  cache.docLinks = deps.docLinks || null;
-  cache.toastNotifications = deps.toastNotifications || null;
-  cache.recentlyAccessed = deps.recentlyAccessed || null;
-  cache.fieldFormats = deps.fieldFormats || null;
-  cache.application = deps.application || null;
-  cache.http = deps.http || null;
-  cache.i18n = deps.i18n || null;
-}
-
-export function getTimefilter() {
-  if (cache.timefilter === null) {
-    throw new Error("timefilter hasn't been initialized");
-  }
-  return cache.timefilter.timefilter;
-}
-
-export function getDocLinks() {
-  if (cache.docLinks === null) {
-    throw new Error("docLinks hasn't been initialized");
-  }
-  return cache.docLinks;
-}
-
-export function getToastNotifications() {
-  if (cache.toastNotifications === null) {
-    throw new Error("toast notifications haven't been initialized");
-  }
-  return cache.toastNotifications;
-}
-
-export function getUiSettings() {
-  if (cache.config === null) {
-    throw new Error("uiSettings hasn't been initialized");
-  }
-  return cache.config;
-}
-
-export function getRecentlyAccessed() {
-  if (cache.recentlyAccessed === null) {
-    throw new Error("recentlyAccessed hasn't been initialized");
-  }
-  return cache.recentlyAccessed;
-}
-
-export function getFieldFormats() {
-  if (cache.fieldFormats === null) {
-    throw new Error("fieldFormats hasn't been initialized");
-  }
-  return cache.fieldFormats;
-}
-
-export function getApplication() {
-  if (cache.application === null) {
-    throw new Error("application hasn't been initialized");
-  }
-  return cache.application;
-}
-
-export function getHttp() {
-  if (cache.http === null) {
-    throw new Error("http hasn't been initialized");
-  }
-  return cache.http;
-}
-
-export function getI18n() {
-  if (cache.i18n === null) {
-    throw new Error("i18n hasn't been initialized");
-  }
-  return cache.i18n;
-}
-
-export function clearCache() {
-  Object.keys(cache).forEach((k) => {
-    cache[k as keyof DependencyCache] = null;
-  });
-}
diff --git a/x-pack/plugins/ml/public/application/util/get_services.ts b/x-pack/plugins/ml/public/application/util/get_services.ts
index d0d6beb1e3279..330bdc17c8fe9 100644
--- a/x-pack/plugins/ml/public/application/util/get_services.ts
+++ b/x-pack/plugins/ml/public/application/util/get_services.ts
@@ -5,7 +5,7 @@
  * 2.0.
  */
 
-import type { HttpStart } from '@kbn/core-http-browser';
+import type { CoreStart } from '@kbn/core/public';
 
 import type { DataViewsContract } from '@kbn/data-views-plugin/public';
 import type { UsageCollectionSetup } from '@kbn/usage-collection-plugin/public';
@@ -16,18 +16,22 @@ import { fieldFormatServiceFactory } from '../services/field_format_service_fact
 import { HttpService } from '../services/http_service';
 import { mlApiServicesProvider } from '../services/ml_api_service';
 import { mlUsageCollectionProvider } from '../services/usage_collection';
+import { mlJobServiceFactory } from '../services/job_service';
+import { toastNotificationServiceProvider } from '../services/toast_notification_service';
 import { indexServiceFactory } from './index_service';
 
 /**
  * Provides global services available across the entire ML app.
  */
 export function getMlGlobalServices(
-  httpStart: HttpStart,
+  coreStart: CoreStart,
   dataViews: DataViewsContract,
   usageCollection?: UsageCollectionSetup
 ) {
-  const httpService = new HttpService(httpStart);
+  const httpService = new HttpService(coreStart.http);
   const mlApiServices = mlApiServicesProvider(httpService);
+  const toastNotificationService = toastNotificationServiceProvider(coreStart.notifications.toasts);
+  const mlJobService = mlJobServiceFactory(toastNotificationService, mlApiServices);
   // Note on the following services:
   // - `mlIndexUtils` is just instantiated here to be passed on to `mlFieldFormatService`,
   //   but it's not being made available as part of global services. Since it's just
@@ -38,7 +42,7 @@ export function getMlGlobalServices(
   //   its own context or possibly without having a singleton like state at all, since the
   //   way this manages its own state right now doesn't consider React component lifecycles.
   const mlIndexUtils = indexServiceFactory(dataViews);
-  const mlFieldFormatService = fieldFormatServiceFactory(mlApiServices, mlIndexUtils);
+  const mlFieldFormatService = fieldFormatServiceFactory(mlApiServices, mlIndexUtils, mlJobService);
 
   return {
     httpService,
diff --git a/x-pack/plugins/ml/public/application/util/get_time_buckets_from_cache.ts b/x-pack/plugins/ml/public/application/util/get_time_buckets_from_cache.ts
index 01ce59744ac1b..ce15a6c85c109 100644
--- a/x-pack/plugins/ml/public/application/util/get_time_buckets_from_cache.ts
+++ b/x-pack/plugins/ml/public/application/util/get_time_buckets_from_cache.ts
@@ -7,11 +7,9 @@
 
 import { UI_SETTINGS } from '@kbn/data-plugin/public';
 import { TimeBuckets } from '@kbn/ml-time-buckets';
+import type { IUiSettingsClient } from '@kbn/core/public';
 
-import { getUiSettings } from './dependency_cache';
-
-export function getTimeBucketsFromCache() {
-  const uiSettings = getUiSettings();
+export function getTimeBucketsFromCache(uiSettings: IUiSettingsClient) {
   return new TimeBuckets({
     [UI_SETTINGS.HISTOGRAM_MAX_BARS]: uiSettings.get(UI_SETTINGS.HISTOGRAM_MAX_BARS),
     [UI_SETTINGS.HISTOGRAM_BAR_TARGET]: uiSettings.get(UI_SETTINGS.HISTOGRAM_BAR_TARGET),
diff --git a/x-pack/plugins/ml/public/application/util/recently_accessed.ts b/x-pack/plugins/ml/public/application/util/recently_accessed.ts
index ff995be1c4b82..aa2b0aca4cf8c 100644
--- a/x-pack/plugins/ml/public/application/util/recently_accessed.ts
+++ b/x-pack/plugins/ml/public/application/util/recently_accessed.ts
@@ -10,13 +10,12 @@
 import { i18n } from '@kbn/i18n';
 
 import type { ChromeRecentlyAccessed } from '@kbn/core/public';
-import { getRecentlyAccessed } from './dependency_cache';
 
 export function addItemToRecentlyAccessed(
   page: string,
   itemId: string,
   url: string,
-  recentlyAccessedService?: ChromeRecentlyAccessed
+  recentlyAccessedService: ChromeRecentlyAccessed
 ) {
   let pageLabel = '';
   let id = `ml-job-${itemId}`;
@@ -44,6 +43,6 @@ export function addItemToRecentlyAccessed(
       return;
   }
 
-  const recentlyAccessed = recentlyAccessedService ?? getRecentlyAccessed();
+  const recentlyAccessed = recentlyAccessedService;
   recentlyAccessed.add(url, `ML - ${itemId} - ${pageLabel}`, id);
 }
diff --git a/x-pack/plugins/ml/public/application/util/time_series_explorer_service.ts b/x-pack/plugins/ml/public/application/util/time_series_explorer_service.ts
index 7c2d91016555d..05763f62d082c 100644
--- a/x-pack/plugins/ml/public/application/util/time_series_explorer_service.ts
+++ b/x-pack/plugins/ml/public/application/util/time_series_explorer_service.ts
@@ -30,24 +30,24 @@ import {
   TIME_FIELD_NAME,
 } from '../timeseriesexplorer/timeseriesexplorer_constants';
 import type { MlApiServices } from '../services/ml_api_service';
-import { mlResultsServiceProvider, type MlResultsService } from '../services/results_service';
+import { useMlResultsService, type MlResultsService } from '../services/results_service';
 import { forecastServiceFactory } from '../services/forecast_service';
 import { timeSeriesSearchServiceFactory } from '../timeseriesexplorer/timeseriesexplorer_utils/time_series_search_service';
-import { useMlKibana } from '../contexts/kibana';
+import { useMlApiContext, useMlKibana } from '../contexts/kibana';
 
 export interface Interval {
   asMilliseconds: () => number;
   expression: string;
 }
 
-interface ChartDataPoint {
+export interface ChartDataPoint {
   date: Date;
   value: number | null;
   upper?: number | null;
   lower?: number | null;
 }
 
-interface FocusData {
+export interface FocusData {
   focusChartData: ChartDataPoint[];
   anomalyRecords: MlAnomalyRecordDoc[];
   scheduledEvents: any;
@@ -57,8 +57,6 @@ interface FocusData {
   focusForecastData?: any;
 }
 
-// TODO Consolidate with legacy code in
-// `ml/public/application/timeseriesexplorer/timeseriesexplorer_utils/timeseriesexplorer_utils.js`.
 export function timeSeriesExplorerServiceFactory(
   uiSettings: IUiSettingsClient,
   mlApiServices: MlApiServices,
@@ -648,19 +646,15 @@ export function timeSeriesExplorerServiceFactory(
 }
 
 export function useTimeSeriesExplorerService(): TimeSeriesExplorerService {
-  const {
-    services: {
-      uiSettings,
-      mlServices: { mlApiServices },
-    },
-  } = useMlKibana();
-  const mlResultsService = mlResultsServiceProvider(mlApiServices);
-
-  const mlTimeSeriesExplorer = useMemo(
-    () => timeSeriesExplorerServiceFactory(uiSettings, mlApiServices, mlResultsService),
-    [uiSettings, mlApiServices, mlResultsService]
+  const { services } = useMlKibana();
+  const mlApiServices = useMlApiContext();
+  const mlResultsService = useMlResultsService();
+  return useMemo(
+    () => timeSeriesExplorerServiceFactory(services.uiSettings, mlApiServices, mlResultsService),
+    // initialize only once
+    // eslint-disable-next-line react-hooks/exhaustive-deps
+    []
   );
-  return mlTimeSeriesExplorer;
 }
 
 export type TimeSeriesExplorerService = ReturnType<typeof timeSeriesExplorerServiceFactory>;
diff --git a/x-pack/plugins/ml/public/embeddables/anomaly_charts/anomaly_charts_setup_flyout.tsx b/x-pack/plugins/ml/public/embeddables/anomaly_charts/anomaly_charts_setup_flyout.tsx
index 1b1ce4070703b..a40d2eb1d74d6 100644
--- a/x-pack/plugins/ml/public/embeddables/anomaly_charts/anomaly_charts_setup_flyout.tsx
+++ b/x-pack/plugins/ml/public/embeddables/anomaly_charts/anomaly_charts_setup_flyout.tsx
@@ -26,7 +26,7 @@ export async function resolveEmbeddableAnomalyChartsUserInput(
 ): Promise<Pick<AnomalyChartsEmbeddableState, 'jobIds' | 'title' | 'maxSeriesToPlot'>> {
   const { http, overlays, ...startServices } = coreStart;
   const adJobsApiService = jobsApiProvider(new HttpService(http));
-  const mlServices = getMlGlobalServices(http, pluginStart.data.dataViews);
+  const mlServices = getMlGlobalServices(coreStart, pluginStart.data.dataViews);
   const overlayTracker = tracksOverlays(parentApi) ? parentApi : undefined;
 
   return new Promise(async (resolve, reject) => {
diff --git a/x-pack/plugins/ml/public/embeddables/anomaly_charts/get_anomaly_charts_services_dependencies.ts b/x-pack/plugins/ml/public/embeddables/anomaly_charts/get_anomaly_charts_services_dependencies.ts
index b0c365088beed..b7eec6ab24f5f 100644
--- a/x-pack/plugins/ml/public/embeddables/anomaly_charts/get_anomaly_charts_services_dependencies.ts
+++ b/x-pack/plugins/ml/public/embeddables/anomaly_charts/get_anomaly_charts_services_dependencies.ts
@@ -12,28 +12,34 @@ import type { AnomalyChartsEmbeddableServices } from '..';
 import { AnomalyExplorerChartsService } from '../../application/services/anomaly_explorer_charts_service';
 
 export const getAnomalyChartsServiceDependencies = async (
-  coreStartServices: CoreStart,
-  pluginsStartServices: MlStartDependencies
+  coreStart: CoreStart,
+  pluginsStart: MlStartDependencies
 ): Promise<AnomalyChartsEmbeddableServices> => {
   const [
     { AnomalyDetectorService },
     { fieldFormatServiceFactory },
     { indexServiceFactory },
     { mlApiServicesProvider },
+    { mlJobServiceFactory },
     { mlResultsServiceProvider },
+    { toastNotificationServiceProvider },
   ] = await Promise.all([
     await import('../../application/services/anomaly_detector_service'),
     await import('../../application/services/field_format_service_factory'),
     await import('../../application/util/index_service'),
     await import('../../application/services/ml_api_service'),
+    await import('../../application/services/job_service'),
     await import('../../application/services/results_service'),
+    await import('../../application/services/toast_notification_service'),
   ]);
-  const httpService = new HttpService(coreStartServices.http);
+  const httpService = new HttpService(coreStart.http);
   const anomalyDetectorService = new AnomalyDetectorService(httpService);
   const mlApiServices = mlApiServicesProvider(httpService);
+  const toastNotificationService = toastNotificationServiceProvider(coreStart.notifications.toasts);
+  const mlJobService = mlJobServiceFactory(toastNotificationService, mlApiServices);
   const mlResultsService = mlResultsServiceProvider(mlApiServices);
   const anomalyExplorerService = new AnomalyExplorerChartsService(
-    pluginsStartServices.data.query.timefilter.timefilter,
+    pluginsStart.data.query.timefilter.timefilter,
     mlApiServices,
     mlResultsService
   );
@@ -47,12 +53,12 @@ export const getAnomalyChartsServiceDependencies = async (
   //   In the long run we should again try to get rid of it here and make it available via
   //   its own context or possibly without having a singleton like state at all, since the
   //   way this manages its own state right now doesn't consider React component lifecycles.
-  const mlIndexUtils = indexServiceFactory(pluginsStartServices.data.dataViews);
-  const mlFieldFormatService = fieldFormatServiceFactory(mlApiServices, mlIndexUtils);
+  const mlIndexUtils = indexServiceFactory(pluginsStart.data.dataViews);
+  const mlFieldFormatService = fieldFormatServiceFactory(mlApiServices, mlIndexUtils, mlJobService);
 
   const anomalyChartsEmbeddableServices: AnomalyChartsEmbeddableServices = [
-    coreStartServices,
-    pluginsStartServices as MlDependencies,
+    coreStart,
+    pluginsStart as MlDependencies,
     {
       anomalyDetectorService,
       anomalyExplorerService,
diff --git a/x-pack/plugins/ml/public/embeddables/job_creation/aiops/flyout/create_job.tsx b/x-pack/plugins/ml/public/embeddables/job_creation/aiops/flyout/create_job.tsx
index df5048d7261ad..d52aed02d88a3 100644
--- a/x-pack/plugins/ml/public/embeddables/job_creation/aiops/flyout/create_job.tsx
+++ b/x-pack/plugins/ml/public/embeddables/job_creation/aiops/flyout/create_job.tsx
@@ -34,6 +34,8 @@ import {
 } from '../../../../application/jobs/new_job/job_from_pattern_analysis';
 import { useMlFromLensKibanaContext } from '../../common/context';
 import { JobDetails, type CreateADJobParams } from '../../common/job_details';
+import { mlJobServiceFactory } from '../../../../application/services/job_service';
+import { toastNotificationServiceProvider } from '../../../../application/services/toast_notification_service';
 
 interface Props {
   dataView: DataView;
@@ -48,10 +50,13 @@ export const CreateJob: FC<Props> = ({ dataView, field, query, timeRange }) => {
       data,
       share,
       uiSettings,
-      mlServices: { mlApiServices },
       dashboardService,
+      notifications: { toasts },
+      mlServices: { mlApiServices },
     },
   } = useMlFromLensKibanaContext();
+  const toastNotificationService = toastNotificationServiceProvider(toasts);
+  const mlJobService = mlJobServiceFactory(toastNotificationService, mlApiServices);
 
   const [categorizationType, setCategorizationType] = useState<CategorizationType>(
     CATEGORIZATION_TYPE.COUNT
@@ -91,10 +96,10 @@ export const CreateJob: FC<Props> = ({ dataView, field, query, timeRange }) => {
         data.query.timefilter.timefilter,
         dashboardService,
         data,
-        mlApiServices
+        mlApiServices,
+        mlJobService
       ),
-
-    [dashboardService, data, mlApiServices, uiSettings]
+    [dashboardService, data, mlApiServices, mlJobService, uiSettings]
   );
 
   function createADJobInWizard() {
diff --git a/x-pack/plugins/ml/public/embeddables/job_creation/common/create_flyout.tsx b/x-pack/plugins/ml/public/embeddables/job_creation/common/create_flyout.tsx
index 5bab4967f0cdb..0016a5c8d3a9a 100644
--- a/x-pack/plugins/ml/public/embeddables/job_creation/common/create_flyout.tsx
+++ b/x-pack/plugins/ml/public/embeddables/job_creation/common/create_flyout.tsx
@@ -52,7 +52,7 @@ export function createFlyout(
               data,
               lens,
               dashboardService,
-              mlServices: getMlGlobalServices(http, data.dataViews),
+              mlServices: getMlGlobalServices(coreStart, data.dataViews),
             }}
           >
             <FlyoutComponent
diff --git a/x-pack/plugins/ml/public/embeddables/job_creation/lens/lens_vis_layer_selection_flyout/layer/compatible_layer.tsx b/x-pack/plugins/ml/public/embeddables/job_creation/lens/lens_vis_layer_selection_flyout/layer/compatible_layer.tsx
index 7e0ffe677510f..47a410c2e6360 100644
--- a/x-pack/plugins/ml/public/embeddables/job_creation/lens/lens_vis_layer_selection_flyout/layer/compatible_layer.tsx
+++ b/x-pack/plugins/ml/public/embeddables/job_creation/lens/lens_vis_layer_selection_flyout/layer/compatible_layer.tsx
@@ -19,6 +19,8 @@ import { JOB_TYPE } from '../../../../../../common/constants/new_job';
 import { useMlFromLensKibanaContext } from '../../../common/context';
 import type { CreateADJobParams } from '../../../common/job_details';
 import { JobDetails } from '../../../common/job_details';
+import { mlJobServiceFactory } from '../../../../../application/services/job_service';
+import { toastNotificationServiceProvider } from '../../../../../application/services/toast_notification_service';
 
 interface Props {
   layer: LayerResult;
@@ -32,11 +34,14 @@ export const CompatibleLayer: FC<Props> = ({ layer, layerIndex, embeddable }) =>
       data,
       share,
       uiSettings,
-      mlServices: { mlApiServices },
       lens,
       dashboardService,
+      notifications: { toasts },
+      mlServices: { mlApiServices },
     },
   } = useMlFromLensKibanaContext();
+  const toastNotificationService = toastNotificationServiceProvider(toasts);
+  const mlJobService = mlJobServiceFactory(toastNotificationService, mlApiServices);
 
   const quickJobCreator = useMemo(
     () =>
@@ -46,7 +51,8 @@ export const CompatibleLayer: FC<Props> = ({ layer, layerIndex, embeddable }) =>
         uiSettings,
         data.query.timefilter.timefilter,
         dashboardService,
-        mlApiServices
+        mlApiServices,
+        mlJobService
       ),
     // eslint-disable-next-line react-hooks/exhaustive-deps
     [data, uiSettings]
diff --git a/x-pack/plugins/ml/public/embeddables/job_creation/map/map_vis_layer_selection_flyout/layer/compatible_layer.tsx b/x-pack/plugins/ml/public/embeddables/job_creation/map/map_vis_layer_selection_flyout/layer/compatible_layer.tsx
index b5f3f30420188..76beaa6788f13 100644
--- a/x-pack/plugins/ml/public/embeddables/job_creation/map/map_vis_layer_selection_flyout/layer/compatible_layer.tsx
+++ b/x-pack/plugins/ml/public/embeddables/job_creation/map/map_vis_layer_selection_flyout/layer/compatible_layer.tsx
@@ -29,6 +29,8 @@ import {
 import { useMlFromLensKibanaContext } from '../../../common/context';
 import type { CreateADJobParams } from '../../../common/job_details';
 import { JobDetails } from '../../../common/job_details';
+import { mlJobServiceFactory } from '../../../../../application/services/job_service';
+import { toastNotificationServiceProvider } from '../../../../../application/services/toast_notification_service';
 
 interface DropDownLabel {
   label: string;
@@ -51,9 +53,12 @@ export const CompatibleLayer: FC<Props> = ({ embeddable, layer, layerIndex }) =>
       share,
       uiSettings,
       dashboardService,
+      notifications: { toasts },
       mlServices: { mlApiServices },
     },
   } = useMlFromLensKibanaContext();
+  const toastNotificationService = toastNotificationServiceProvider(toasts);
+  const mlJobService = mlJobServiceFactory(toastNotificationService, mlApiServices);
 
   const quickJobCreator = useMemo(
     () =>
@@ -62,7 +67,8 @@ export const CompatibleLayer: FC<Props> = ({ embeddable, layer, layerIndex }) =>
         uiSettings,
         data.query.timefilter.timefilter,
         dashboardService,
-        mlApiServices
+        mlApiServices,
+        mlJobService
       ),
     // eslint-disable-next-line react-hooks/exhaustive-deps
     [data, uiSettings]
diff --git a/x-pack/plugins/ml/public/embeddables/single_metric_viewer/get_services.ts b/x-pack/plugins/ml/public/embeddables/single_metric_viewer/get_services.ts
index 8dab0f4b65ea0..f4460331e6256 100644
--- a/x-pack/plugins/ml/public/embeddables/single_metric_viewer/get_services.ts
+++ b/x-pack/plugins/ml/public/embeddables/single_metric_viewer/get_services.ts
@@ -74,7 +74,7 @@ export const getMlServices = async (
   //   its own context or possibly without having a singleton like state at all, since the
   //   way this manages its own state right now doesn't consider React component lifecycles.
   const mlIndexUtils = indexServiceFactory(pluginsStart.data.dataViews);
-  const mlFieldFormatService = fieldFormatServiceFactory(mlApiServices, mlIndexUtils);
+  const mlFieldFormatService = fieldFormatServiceFactory(mlApiServices, mlIndexUtils, mlJobService);
   return {
     anomalyDetectorService,
     anomalyExplorerService,
diff --git a/x-pack/plugins/ml/public/plugin.ts b/x-pack/plugins/ml/public/plugin.ts
index ae41b31d3eaaf..456259fd6d28d 100644
--- a/x-pack/plugins/ml/public/plugin.ts
+++ b/x-pack/plugins/ml/public/plugin.ts
@@ -57,7 +57,6 @@ import { getMlSharedServices } from './application/services/get_shared_ml_servic
 import { registerManagementSection } from './application/management';
 import type { MlLocatorParams } from './locator';
 import { MlLocatorDefinition, type MlLocator } from './locator';
-import { setDependencyCache } from './application/util/dependency_cache';
 import { registerHomeFeature } from './register_home_feature';
 import { isFullLicense, isMlEnabled } from '../common/license';
 import {
@@ -318,12 +317,6 @@ export class MlPlugin implements Plugin<MlPluginSetup, MlPluginStart> {
     mlApi?: MlApiServices;
     components: { AnomalySwimLane: typeof AnomalySwimLane };
   } {
-    setDependencyCache({
-      docLinks: core.docLinks!,
-      http: core.http,
-      i18n: core.i18n,
-    });
-
     return {
       locator: this.locator,
       elasticModels: this.sharedMlServices?.elasticModels,
diff --git a/x-pack/plugins/translations/translations/fr-FR.json b/x-pack/plugins/translations/translations/fr-FR.json
index d34c2e6f98c5e..ae1cd3466a70a 100644
--- a/x-pack/plugins/translations/translations/fr-FR.json
+++ b/x-pack/plugins/translations/translations/fr-FR.json
@@ -29613,13 +29613,12 @@
     "xpack.ml.newJob.wizard.pickFieldsStep.influencers.title": "Influenceurs",
     "xpack.ml.newJob.wizard.pickFieldsStep.invalidCssVersionCallout.mesage": "Impossible de trouver d'exemples de catégories, cela peut provenir d'une version non prise en charge de l'un des clusters.",
     "xpack.ml.newJob.wizard.pickFieldsStep.invalidCssVersionCallout.title": "La vue de données semble être inter-clusters.",
-    "xpack.ml.newJob.wizard.pickFieldsStep.multiMetricView.addMetric": "Ajouter un indicateur",
+    "xpack.ml.newJob.wizard.pickFieldsStep.metricSelector.addMetric": "Ajouter un indicateur",
     "xpack.ml.newJob.wizard.pickFieldsStep.noDetectorsCallout.message": "Au moins un détecteur est nécessaire pour créer une tâche.",
     "xpack.ml.newJob.wizard.pickFieldsStep.noDetectorsCallout.title": "Aucun détecteur",
     "xpack.ml.newJob.wizard.pickFieldsStep.populationField.description": "Toutes les valeurs du champ sélectionné seront modélisées ensemble en tant que population.",
     "xpack.ml.newJob.wizard.pickFieldsStep.populationField.placeholder": "Diviser les données",
     "xpack.ml.newJob.wizard.pickFieldsStep.populationField.title": "Champ de population",
-    "xpack.ml.newJob.wizard.pickFieldsStep.populationView.addMetric": "Ajouter un indicateur",
     "xpack.ml.newJob.wizard.pickFieldsStep.populationView.splitFieldTitle": "Population divisée par {field}",
     "xpack.ml.newJob.wizard.pickFieldsStep.rareDetectorSelect.freqRareCard.description": "Recherchez les membres d'une population qui présentent fréquemment des valeurs rares.",
     "xpack.ml.newJob.wizard.pickFieldsStep.rareDetectorSelect.freqRareCard.title": "Fréquemment rare dans la population",
diff --git a/x-pack/plugins/translations/translations/ja-JP.json b/x-pack/plugins/translations/translations/ja-JP.json
index 71939a6d5abac..ae562a1a8e79a 100644
--- a/x-pack/plugins/translations/translations/ja-JP.json
+++ b/x-pack/plugins/translations/translations/ja-JP.json
@@ -29602,13 +29602,12 @@
     "xpack.ml.newJob.wizard.pickFieldsStep.influencers.title": "影響",
     "xpack.ml.newJob.wizard.pickFieldsStep.invalidCssVersionCallout.mesage": "カテゴリの例が見つかりませんでした。これはクラスターの1つがサポートされていないバージョンであることが原因です。",
     "xpack.ml.newJob.wizard.pickFieldsStep.invalidCssVersionCallout.title": "データビューがクロスクラスターである可能性があります",
-    "xpack.ml.newJob.wizard.pickFieldsStep.multiMetricView.addMetric": "メトリックを追加",
+    "xpack.ml.newJob.wizard.pickFieldsStep.metricSelector.addMetric": "メトリックを追加",
     "xpack.ml.newJob.wizard.pickFieldsStep.noDetectorsCallout.message": "ジョブを作成するには最低 1 つのディテクターが必要です。",
     "xpack.ml.newJob.wizard.pickFieldsStep.noDetectorsCallout.title": "ディテクターがありません",
     "xpack.ml.newJob.wizard.pickFieldsStep.populationField.description": "選択されたフィールドのすべての値が集団として一緒にモデリングされます。",
     "xpack.ml.newJob.wizard.pickFieldsStep.populationField.placeholder": "データを分割",
     "xpack.ml.newJob.wizard.pickFieldsStep.populationField.title": "集団フィールド",
-    "xpack.ml.newJob.wizard.pickFieldsStep.populationView.addMetric": "メトリックを追加",
     "xpack.ml.newJob.wizard.pickFieldsStep.populationView.splitFieldTitle": "{field} で分割された集団",
     "xpack.ml.newJob.wizard.pickFieldsStep.rareDetectorSelect.freqRareCard.description": "頻繁にまれな値になる母集団のメンバーを検索します。",
     "xpack.ml.newJob.wizard.pickFieldsStep.rareDetectorSelect.freqRareCard.title": "母集団で頻繁にまれ",
diff --git a/x-pack/plugins/translations/translations/zh-CN.json b/x-pack/plugins/translations/translations/zh-CN.json
index 8e87dc6c73fc8..aee5456710144 100644
--- a/x-pack/plugins/translations/translations/zh-CN.json
+++ b/x-pack/plugins/translations/translations/zh-CN.json
@@ -29637,13 +29637,12 @@
     "xpack.ml.newJob.wizard.pickFieldsStep.influencers.title": "影响因素",
     "xpack.ml.newJob.wizard.pickFieldsStep.invalidCssVersionCallout.mesage": "找不到任何示例类别，这可能由于有一个集群的版本不受支持。",
     "xpack.ml.newJob.wizard.pickFieldsStep.invalidCssVersionCallout.title": "数据视图似乎跨集群",
-    "xpack.ml.newJob.wizard.pickFieldsStep.multiMetricView.addMetric": "添加指标",
+    "xpack.ml.newJob.wizard.pickFieldsStep.metricSelector.addMetric": "添加指标",
     "xpack.ml.newJob.wizard.pickFieldsStep.noDetectorsCallout.message": "至少需要一个检测工具，才能创建作业。",
     "xpack.ml.newJob.wizard.pickFieldsStep.noDetectorsCallout.title": "无检测工具",
     "xpack.ml.newJob.wizard.pickFieldsStep.populationField.description": "选定字段中的所有值将作为一个群体一起进行建模。",
     "xpack.ml.newJob.wizard.pickFieldsStep.populationField.placeholder": "分割数据",
     "xpack.ml.newJob.wizard.pickFieldsStep.populationField.title": "群体字段",
-    "xpack.ml.newJob.wizard.pickFieldsStep.populationView.addMetric": "添加指标",
     "xpack.ml.newJob.wizard.pickFieldsStep.populationView.splitFieldTitle": "群体由 {field} 分割",
     "xpack.ml.newJob.wizard.pickFieldsStep.rareDetectorSelect.freqRareCard.description": "查找群体中经常有罕见值的成员。",
     "xpack.ml.newJob.wizard.pickFieldsStep.rareDetectorSelect.freqRareCard.title": "群体中极罕见",
diff --git a/x-pack/test/functional/apps/ml/anomaly_detection_result_views/single_metric_viewer.ts b/x-pack/test/functional/apps/ml/anomaly_detection_result_views/single_metric_viewer.ts
index c9ceb71459e4a..7667b0896cfce 100644
--- a/x-pack/test/functional/apps/ml/anomaly_detection_result_views/single_metric_viewer.ts
+++ b/x-pack/test/functional/apps/ml/anomaly_detection_result_views/single_metric_viewer.ts
@@ -162,6 +162,13 @@ export default function ({ getService }: FtrProviderContext) {
 
         await ml.jobTable.clickOpenJobInSingleMetricViewerButton(jobConfig.job_id);
         await ml.commonUI.waitForMlLoadingIndicatorToDisappear();
+
+        // assert that the results view is not displayed when no entity is selected
+        await ml.testExecution.logTestStep('does not display the chart');
+        await ml.singleMetricViewer.assertChartNotExist();
+
+        await ml.testExecution.logTestStep('does not display the anomalies table');
+        await ml.anomaliesTable.assertTableNotExists();
       });
 
       it('render entity control', async () => {
diff --git a/x-pack/test/functional/services/ml/anomalies_table.ts b/x-pack/test/functional/services/ml/anomalies_table.ts
index 35a53d90f6b9c..4d023a7ccc5a5 100644
--- a/x-pack/test/functional/services/ml/anomalies_table.ts
+++ b/x-pack/test/functional/services/ml/anomalies_table.ts
@@ -18,6 +18,10 @@ export function MachineLearningAnomaliesTableProvider({ getService }: FtrProvide
       await testSubjects.existOrFail('mlAnomaliesTable');
     },
 
+    async assertTableNotExists() {
+      await testSubjects.missingOrFail('mlAnomaliesTable');
+    },
+
     async getTableRows() {
       return await testSubjects.findAll('mlAnomaliesTable > ~mlAnomaliesListRow');
     },
diff --git a/x-pack/test/functional/services/ml/single_metric_viewer.ts b/x-pack/test/functional/services/ml/single_metric_viewer.ts
index 753d5384b80af..3dede4734a47e 100644
--- a/x-pack/test/functional/services/ml/single_metric_viewer.ts
+++ b/x-pack/test/functional/services/ml/single_metric_viewer.ts
@@ -74,6 +74,10 @@ export function MachineLearningSingleMetricViewerProvider(
       await testSubjects.existOrFail('mlSingleMetricViewerChart');
     },
 
+    async assertChartNotExist() {
+      await testSubjects.missingOrFail('mlSingleMetricViewerChart');
+    },
+
     async assertAnomalyMarkerExist() {
       await testSubjects.existOrFail('mlAnomalyMarker');
     },
@@ -181,7 +185,10 @@ export function MachineLearningSingleMetricViewerProvider(
         `mlSingleMetricViewerEntitySelectionConfigOrder_${entityFieldName}`,
         order
       );
-      await this.assertEntityConfig(entityFieldName, anomalousOnly, sortBy, order);
+
+      await retry.tryForTime(30 * 1000, async () => {
+        await this.assertEntityConfig(entityFieldName, anomalousOnly, sortBy, order);
+      });
     },
 
     async assertToastMessageExists(dataTestSubj: string) {