diff --git a/x-pack/plugins/ml/public/application/components/anomalies_table/links_menu.js b/x-pack/plugins/ml/public/application/components/anomalies_table/links_menu.js
index 5a7d2a9c3ddaa..fdeab0c49e32b 100644
--- a/x-pack/plugins/ml/public/application/components/anomalies_table/links_menu.js
+++ b/x-pack/plugins/ml/public/application/components/anomalies_table/links_menu.js
@@ -390,6 +390,7 @@ class LinksMenuUI extends Component {
           defaultMessage: 'Select action for anomaly at {time}',
           values: { time: formatHumanReadableDateTimeSeconds(anomaly.time) },
         })}
+        data-test-subj="mlAnomaliesListRowActionsButton"
       />
     );
 
@@ -404,6 +405,7 @@ class LinksMenuUI extends Component {
               this.closePopover();
               this.openCustomUrl(customUrl);
             }}
+            data-test-subj={`mlAnomaliesListRowActionCustomUrlButton_${index}`}
           >
             {customUrl.url_name}
           </EuiContextMenuItem>
@@ -420,6 +422,7 @@ class LinksMenuUI extends Component {
             this.closePopover();
             this.viewSeries();
           }}
+          data-test-subj="mlAnomaliesListRowActionViewSeriesButton"
         >
           <FormattedMessage
             id="xpack.ml.anomaliesTable.linksMenu.viewSeriesLabel"
@@ -438,6 +441,7 @@ class LinksMenuUI extends Component {
             this.closePopover();
             this.viewExamples();
           }}
+          data-test-subj="mlAnomaliesListRowActionViewExamplesButton"
         >
           <FormattedMessage
             id="xpack.ml.anomaliesTable.linksMenu.viewExamplesLabel"
@@ -456,6 +460,7 @@ class LinksMenuUI extends Component {
             this.closePopover();
             this.props.showRuleEditorFlyout(anomaly);
           }}
+          data-test-subj="mlAnomaliesListRowActionConfigureRulesButton"
         >
           <FormattedMessage
             id="xpack.ml.anomaliesTable.linksMenu.configureRulesLabel"
@@ -473,7 +478,7 @@ class LinksMenuUI extends Component {
         panelPaddingSize="none"
         anchorPosition="downLeft"
       >
-        <EuiContextMenuPanel items={items} />
+        <EuiContextMenuPanel items={items} data-test-subj="mlAnomaliesListRowActionsMenu" />
       </EuiPopover>
     );
   }
diff --git a/x-pack/plugins/ml/public/application/components/data_recognizer/recognized_result.js b/x-pack/plugins/ml/public/application/components/data_recognizer/recognized_result.js
index a710ce18856f0..1f03dbe134756 100644
--- a/x-pack/plugins/ml/public/application/components/data_recognizer/recognized_result.js
+++ b/x-pack/plugins/ml/public/application/components/data_recognizer/recognized_result.js
@@ -29,7 +29,7 @@ export const RecognizedResult = ({ config, indexPattern, savedSearch }) => {
   return (
     <EuiFlexItem>
       <CreateJobLinkCard
-        data-test-subj={id}
+        data-test-subj={`mlRecognizerCard ${config.id}`}
         href={href}
         title={config.title}
         description={config.description}
diff --git a/x-pack/plugins/ml/public/application/components/items_grid/items_grid.js b/x-pack/plugins/ml/public/application/components/items_grid/items_grid.js
index 0d3a586485f98..58b4caf5ce6f2 100644
--- a/x-pack/plugins/ml/public/application/components/items_grid/items_grid.js
+++ b/x-pack/plugins/ml/public/application/components/items_grid/items_grid.js
@@ -57,7 +57,7 @@ export function ItemsGrid({
   const pageItems = items.slice(startIndex, startIndex + itemsPerPage);
   const gridItems = pageItems.map((item, index) => {
     return (
-      <EuiFlexItem key={`ml_grid_item_${index}`}>
+      <EuiFlexItem key={`ml_grid_item_${index}`} data-test-subj={`mlGridItem ${item}`}>
         <EuiCheckbox
           id={`ml_grid_item_${index}`}
           label={item}
@@ -65,6 +65,7 @@ export function ItemsGrid({
           onChange={(e) => {
             setItemSelected(item, e.target.checked);
           }}
+          data-test-subj={`mlGridItemCheckbox`}
         />
       </EuiFlexItem>
     );
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 88287b963a028..6d73340cc396a 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
@@ -218,7 +218,7 @@ export const DataFrameAnalyticsList: FC<Props> = ({
 
   if (analytics.length === 0) {
     return (
-      <>
+      <div data-test-subj="mlAnalyticsJobList">
         <AnalyticsEmptyPrompt
           isManagementTable={isManagementTable}
           disabled={disabled}
@@ -227,7 +227,7 @@ export const DataFrameAnalyticsList: FC<Props> = ({
         {isSourceIndexModalVisible === true && (
           <SourceSelection onClose={() => setIsSourceIndexModalVisible(false)} />
         )}
-      </>
+      </div>
     );
   }
 
@@ -251,7 +251,7 @@ export const DataFrameAnalyticsList: FC<Props> = ({
   );
 
   return (
-    <>
+    <div data-test-subj="mlAnalyticsJobList">
       {modals}
       {!isManagementTable && <EuiSpacer size="m" />}
       <EuiFlexGroup justifyContent="spaceBetween">
@@ -301,6 +301,6 @@ export const DataFrameAnalyticsList: FC<Props> = ({
       {isSourceIndexModalVisible === true && (
         <SourceSelection onClose={() => setIsSourceIndexModalVisible(false)} />
       )}
-    </>
+    </div>
   );
 };
diff --git a/x-pack/plugins/ml/public/application/jobs/jobs_list/components/job_actions/results.js b/x-pack/plugins/ml/public/application/jobs/jobs_list/components/job_actions/results.js
index 74072aa7e9638..6b8d1d80aeda5 100644
--- a/x-pack/plugins/ml/public/application/jobs/jobs_list/components/job_actions/results.js
+++ b/x-pack/plugins/ml/public/application/jobs/jobs_list/components/job_actions/results.js
@@ -55,7 +55,7 @@ export function ResultLinks({ jobs }) {
             aria-label={openJobsInSingleMetricViewerText}
             className="results-button"
             isDisabled={singleMetricEnabled === false || jobActionsDisabled === true}
-            data-test-subj={`openJobsInSingleMetricViewer openJobsInSingleMetricViewer-${jobs[0].id}`}
+            data-test-subj="mlOpenJobsInSingleMetricViewerButton"
           />
         </EuiToolTip>
       )}
@@ -66,7 +66,7 @@ export function ResultLinks({ jobs }) {
           aria-label={openJobsInAnomalyExplorerText}
           className="results-button"
           isDisabled={jobActionsDisabled === true}
-          data-test-subj={`openJobsInAnomalyExplorer openJobsInSingleAnomalyExplorer-${jobs[0].id}`}
+          data-test-subj="mlOpenJobsInAnomalyExplorerButton"
         />
       </EuiToolTip>
       <div className="actions-border" />
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 a011f21fddfef..44460c0fb8139 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
@@ -57,6 +57,7 @@ class MultiJobActionsMenuUI extends Component {
         disabled={
           anyJobsDeleting || (this.canDeleteJob === false && this.canStartStopDatafeed === false)
         }
+        data-test-subj="mlADJobListMultiSelectManagementActionsButton"
       />
     );
 
@@ -69,6 +70,7 @@ class MultiJobActionsMenuUI extends Component {
           this.props.showDeleteJobModal(this.props.jobs);
           this.closePopover();
         }}
+        data-test-subj="mlADJobListMultiSelectDeleteJobActionButton"
       >
         <FormattedMessage
           id="xpack.ml.jobsList.multiJobsActions.deleteJobsLabel"
@@ -88,6 +90,7 @@ class MultiJobActionsMenuUI extends Component {
             closeJobs(this.props.jobs);
             this.closePopover();
           }}
+          data-test-subj="mlADJobListMultiSelectCloseJobActionButton"
         >
           <FormattedMessage
             id="xpack.ml.jobsList.multiJobsActions.closeJobsLabel"
@@ -108,6 +111,7 @@ class MultiJobActionsMenuUI extends Component {
             stopDatafeeds(this.props.jobs, this.props.refreshJobs);
             this.closePopover();
           }}
+          data-test-subj="mlADJobListMultiSelectStopDatafeedActionButton"
         >
           <FormattedMessage
             id="xpack.ml.jobsList.multiJobsActions.stopDatafeedsLabel"
@@ -128,6 +132,7 @@ class MultiJobActionsMenuUI extends Component {
             this.props.showStartDatafeedModal(this.props.jobs);
             this.closePopover();
           }}
+          data-test-subj="mlADJobListMultiSelectStartDatafeedActionButton"
         >
           <FormattedMessage
             id="xpack.ml.jobsList.multiJobsActions.startDatafeedsLabel"
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 7792893305326..f73dde69a3d4c 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
@@ -219,6 +219,7 @@ export class GroupSelector extends Component {
           )}
           onClick={() => this.togglePopover()}
           disabled={this.canUpdateJob === false}
+          data-test-subj="mlADJobListMultiSelectEditJobGroupsButton"
         />
       </EuiToolTip>
     );
diff --git a/x-pack/plugins/ml/public/application/jobs/jobs_list/components/multi_job_actions/multi_job_actions.js b/x-pack/plugins/ml/public/application/jobs/jobs_list/components/multi_job_actions/multi_job_actions.js
index 82563b083b8cc..b9ea18b5d2ed8 100644
--- a/x-pack/plugins/ml/public/application/jobs/jobs_list/components/multi_job_actions/multi_job_actions.js
+++ b/x-pack/plugins/ml/public/application/jobs/jobs_list/components/multi_job_actions/multi_job_actions.js
@@ -24,7 +24,10 @@ export class MultiJobActions extends Component {
   render() {
     const jobsSelected = this.props.selectedJobs.length > 0;
     return (
-      <div className={`multi-select-actions${jobsSelected ? '' : '-no-display'}`}>
+      <div
+        className={`multi-select-actions${jobsSelected ? '' : '-no-display'}`}
+        data-test-subj={`mlADJobListMultiSelectActionsArea ${jobsSelected ? 'active' : 'inactive'}`}
+      >
         {jobsSelected && (
           <Fragment>
             <EuiTitle size="s" style={{ display: 'inline' }}>
diff --git a/x-pack/plugins/ml/public/application/management/jobs_list/components/access_denied_page.tsx b/x-pack/plugins/ml/public/application/management/jobs_list/components/access_denied_page.tsx
index 1a30b1637fb8d..6a9c66eec83bc 100644
--- a/x-pack/plugins/ml/public/application/management/jobs_list/components/access_denied_page.tsx
+++ b/x-pack/plugins/ml/public/application/management/jobs_list/components/access_denied_page.tsx
@@ -23,7 +23,7 @@ import {
 
 export const AccessDeniedPage = () => (
   <Fragment>
-    <EuiPage>
+    <EuiPage data-test-subj="mlPageAccessDenied">
       <EuiPageBody>
         <EuiPageContentHeader>
           <EuiPageContentHeaderSection>
diff --git a/x-pack/plugins/ml/public/application/overview/components/analytics_panel/actions.tsx b/x-pack/plugins/ml/public/application/overview/components/analytics_panel/actions.tsx
index c4508a8c19c5b..395a570083c0d 100644
--- a/x-pack/plugins/ml/public/application/overview/components/analytics_panel/actions.tsx
+++ b/x-pack/plugins/ml/public/application/overview/components/analytics_panel/actions.tsx
@@ -48,7 +48,7 @@ export const ViewLink: FC<Props> = ({ item }) => {
         iconType="visTable"
         aria-label={viewJobResultsButtonText}
         className="results-button"
-        data-test-subj="mlAnalyticsJobViewButton"
+        data-test-subj="mlOverviewAnalyticsJobViewButton"
         isDisabled={disabled}
       >
         {i18n.translate('xpack.ml.overview.analytics.viewActionName', {
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 65e7ba9e8ab52..be8038cc5049d 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
@@ -100,6 +100,7 @@ export const AnalyticsPanel: FC<Props> = ({ jobCreationDisabled }) => {
               fill
               iconType="plusInCircle"
               isDisabled={jobCreationDisabled}
+              data-test-subj="mlOverviewCreateDFAJobButton"
             >
               {i18n.translate('xpack.ml.overview.analyticsList.createJobButtonText', {
                 defaultMessage: 'Create job',
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 03b66f5c369c1..0bfd2c2e49232 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
@@ -184,6 +184,7 @@ export const AnomalyDetectionPanel: FC<Props> = ({ jobCreationDisabled }) => {
               fill
               iconType="plusInCircle"
               isDisabled={jobCreationDisabled}
+              data-test-subj="mlOverviewCreateADJobButton"
             >
               {i18n.translate('xpack.ml.overview.anomalyDetection.createJobButtonText', {
                 defaultMessage: 'Create job',
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
index 21f505cff9aec..34ee304b8bd41 100644
--- 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
@@ -7,6 +7,7 @@ exports[`NewCalendar Renders new calendar form 1`] = `
   />
   <EuiPage
     className="mlCalendarEditForm"
+    data-test-subj="mlPageCalendarEdit"
   >
     <EuiPageBody>
       <EuiPageContent
diff --git a/x-pack/plugins/ml/public/application/settings/calendars/edit/calendar_form/__snapshots__/calendar_form.test.js.snap b/x-pack/plugins/ml/public/application/settings/calendars/edit/calendar_form/__snapshots__/calendar_form.test.js.snap
index c17dc6c7db06a..96ca77e91279b 100644
--- a/x-pack/plugins/ml/public/application/settings/calendars/edit/calendar_form/__snapshots__/calendar_form.test.js.snap
+++ b/x-pack/plugins/ml/public/application/settings/calendars/edit/calendar_form/__snapshots__/calendar_form.test.js.snap
@@ -88,6 +88,7 @@ exports[`CalendarForm Renders calendar form 1`] = `
     size="xl"
   />
   <EuiSwitch
+    data-test-subj="mlCalendarApplyToAllJobsSwitch"
     disabled={false}
     label={
       <FormattedMessage
diff --git a/x-pack/plugins/ml/public/application/settings/calendars/edit/calendar_form/calendar_form.js b/x-pack/plugins/ml/public/application/settings/calendars/edit/calendar_form/calendar_form.js
index f1b122fdea54d..7644346e26383 100644
--- a/x-pack/plugins/ml/public/application/settings/calendars/edit/calendar_form/calendar_form.js
+++ b/x-pack/plugins/ml/public/application/settings/calendars/edit/calendar_form/calendar_form.js
@@ -147,6 +147,7 @@ export const CalendarForm = ({
         checked={isGlobalCalendar}
         onChange={onGlobalCalendarChange}
         disabled={saving === true || canCreateCalendar === false}
+        data-test-subj="mlCalendarApplyToAllJobsSwitch"
       />
 
       {isGlobalCalendar === false && (
@@ -166,6 +167,7 @@ export const CalendarForm = ({
               selectedOptions={selectedJobOptions}
               onChange={onJobSelection}
               isDisabled={saving === true || canCreateCalendar === false}
+              data-test-subj="mlCalendarJobSelection"
             />
           </EuiFormRow>
 
@@ -183,6 +185,7 @@ export const CalendarForm = ({
               selectedOptions={selectedGroupOptions}
               onChange={onGroupSelection}
               isDisabled={saving === true || canCreateCalendar === false}
+              data-test-subj="mlCalendarJobGroupSelection"
             />
           </EuiFormRow>
         </>
diff --git a/x-pack/plugins/ml/public/application/settings/calendars/edit/events_table/__snapshots__/events_table.test.js.snap b/x-pack/plugins/ml/public/application/settings/calendars/edit/events_table/__snapshots__/events_table.test.js.snap
index df22f1a08ff42..e3edc563e7c3e 100644
--- a/x-pack/plugins/ml/public/application/settings/calendars/edit/events_table/__snapshots__/events_table.test.js.snap
+++ b/x-pack/plugins/ml/public/application/settings/calendars/edit/events_table/__snapshots__/events_table.test.js.snap
@@ -34,6 +34,7 @@ exports[`EventsTable Renders events table with no search bar 1`] = `
         },
       ]
     }
+    data-test-subj="mlCalendarEventsTable"
     itemId="event_id"
     items={
       Array [
@@ -56,6 +57,7 @@ exports[`EventsTable Renders events table with no search bar 1`] = `
       }
     }
     responsive={true}
+    rowProps={[Function]}
     sorting={
       Object {
         "sort": Object {
@@ -103,6 +105,7 @@ exports[`EventsTable Renders events table with search bar 1`] = `
         },
       ]
     }
+    data-test-subj="mlCalendarEventsTable"
     itemId="event_id"
     items={
       Array [
@@ -125,6 +128,7 @@ exports[`EventsTable Renders events table with search bar 1`] = `
       }
     }
     responsive={true}
+    rowProps={[Function]}
     search={
       Object {
         "box": Object {
@@ -133,7 +137,7 @@ exports[`EventsTable Renders events table with search bar 1`] = `
         "filters": Array [],
         "toolsRight": Array [
           <EuiButton
-            data-test-subj="mlNewEvent"
+            data-test-subj="mlCalendarNewEventButton"
             iconType="plusInCircle"
             isDisabled={false}
             onClick={[MockFunction]}
@@ -146,7 +150,7 @@ exports[`EventsTable Renders events table with search bar 1`] = `
             />
           </EuiButton>,
           <EuiButton
-            data-test-subj="mlImportEvents"
+            data-test-subj="mlCalendarImportEventsButton"
             iconType="importAction"
             isDisabled={false}
             onClick={[MockFunction]}
diff --git a/x-pack/plugins/ml/public/application/settings/calendars/edit/events_table/events_table.js b/x-pack/plugins/ml/public/application/settings/calendars/edit/events_table/events_table.js
index 9069e8078fca6..6461d3546124d 100644
--- a/x-pack/plugins/ml/public/application/settings/calendars/edit/events_table/events_table.js
+++ b/x-pack/plugins/ml/public/application/settings/calendars/edit/events_table/events_table.js
@@ -14,7 +14,7 @@ import { i18n } from '@kbn/i18n';
 import { FormattedMessage } from '@kbn/i18n/react';
 import { TIME_FORMAT } from '../../../../../../common/constants/time_format';
 
-function DeleteButton({ onClick, canDeleteCalendar }) {
+function DeleteButton({ onClick, canDeleteCalendar, testSubj }) {
   return (
     <Fragment>
       <EuiButtonEmpty
@@ -22,6 +22,7 @@ function DeleteButton({ onClick, canDeleteCalendar }) {
         color="danger"
         onClick={onClick}
         isDisabled={canDeleteCalendar === false}
+        data-test-subj={testSubj}
       >
         <FormattedMessage
           id="xpack.ml.calendarsEdit.eventsTable.deleteButtonLabel"
@@ -90,7 +91,7 @@ export const EventsTable = ({
       name: '',
       render: (event) => (
         <DeleteButton
-          data-test-subj="mlEventDelete"
+          testSubj="mlCalendarEventDeleteButton"
           canDeleteCalendar={canDeleteCalendar}
           onClick={() => {
             onDeleteClick(event.event_id);
@@ -105,7 +106,7 @@ export const EventsTable = ({
       <EuiButton
         isDisabled={canCreateCalendar === false}
         key="ml_new_event"
-        data-test-subj="mlNewEvent"
+        data-test-subj="mlCalendarNewEventButton"
         size="s"
         iconType="plusInCircle"
         onClick={showNewEventModal}
@@ -118,7 +119,7 @@ export const EventsTable = ({
       <EuiButton
         isDisabled={canCreateCalendar === false}
         key="ml_import_event"
-        data-test-subj="mlImportEvents"
+        data-test-subj="mlCalendarImportEventsButton"
         size="s"
         iconType="importAction"
         onClick={showImportModal}
@@ -145,6 +146,10 @@ export const EventsTable = ({
         pagination={pagination}
         sorting={sorting}
         search={showSearchBar ? search : undefined}
+        data-test-subj="mlCalendarEventsTable"
+        rowProps={(item) => ({
+          'data-test-subj': `mlCalendarEventListRow row-${item.description}`,
+        })}
       />
     </Fragment>
   );
diff --git a/x-pack/plugins/ml/public/application/settings/calendars/edit/import_modal/import_modal.test.js b/x-pack/plugins/ml/public/application/settings/calendars/edit/import_modal/import_modal.test.js
index 0c8e1f07eb355..2faac7d850fa9 100644
--- a/x-pack/plugins/ml/public/application/settings/calendars/edit/import_modal/import_modal.test.js
+++ b/x-pack/plugins/ml/public/application/settings/calendars/edit/import_modal/import_modal.test.js
@@ -51,7 +51,7 @@ describe('ImportModal', () => {
     instance.setState(testState);
     wrapper.update();
     expect(wrapper.state('selectedEvents').length).toBe(2);
-    const deleteButton = wrapper.find('[data-test-subj="mlEventDelete"]');
+    const deleteButton = wrapper.find('[data-test-subj="mlCalendarEventDeleteButton"]');
     const button = deleteButton.find('EuiButtonEmpty').first();
     button.simulate('click');
 
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 7efc37d4bf8ce..1fe16e4588bd7 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
@@ -339,7 +339,7 @@ class NewCalendarUI extends Component {
     return (
       <Fragment>
         <NavigationMenu tabId="settings" />
-        <EuiPage className="mlCalendarEditForm">
+        <EuiPage className="mlCalendarEditForm" data-test-subj="mlPageCalendarEdit">
           <EuiPageBody>
             <EuiPageContent
               className="mlCalendarEditForm__content"
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 3e64d7ea3d367..2cff255bd1ce3 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
@@ -117,7 +117,7 @@ describe('NewCalendar', () => {
   test('Import modal shown on Import Events button click', () => {
     const wrapper = mountWithIntl(<NewCalendar {...props} />);
 
-    const importButton = wrapper.find('[data-test-subj="mlImportEvents"]');
+    const importButton = wrapper.find('[data-test-subj="mlCalendarImportEventsButton"]');
     const button = importButton.find('EuiButton');
     button.simulate('click');
 
@@ -127,7 +127,7 @@ describe('NewCalendar', () => {
   test('New event modal shown on New event button click', () => {
     const wrapper = mountWithIntl(<NewCalendar {...props} />);
 
-    const importButton = wrapper.find('[data-test-subj="mlNewEvent"]');
+    const importButton = wrapper.find('[data-test-subj="mlCalendarNewEventButton"]');
     const button = importButton.find('EuiButton');
     button.simulate('click');
 
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
index aeeeeef63a71e..0f7585e3a9fa6 100644
--- 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
@@ -7,6 +7,7 @@ exports[`CalendarsList Renders calendar list with calendars 1`] = `
   />
   <EuiPage
     className="mlCalendarList"
+    data-test-subj="mlPageCalendarManagement"
   >
     <EuiPageBody>
       <EuiPageContent
diff --git a/x-pack/plugins/ml/public/application/settings/calendars/list/__snapshots__/header.test.js.snap b/x-pack/plugins/ml/public/application/settings/calendars/list/__snapshots__/header.test.js.snap
index c31ddc173f909..2925b2c3d1c38 100644
--- a/x-pack/plugins/ml/public/application/settings/calendars/list/__snapshots__/header.test.js.snap
+++ b/x-pack/plugins/ml/public/application/settings/calendars/list/__snapshots__/header.test.js.snap
@@ -60,6 +60,7 @@ exports[`CalendarListsHeader renders header 1`] = `
           grow={false}
         >
           <EuiButtonEmpty
+            data-test-subj="mlCalendarListRefreshButton"
             iconType="refresh"
             onClick={[MockFunction]}
             size="s"
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 c1c00bb022f20..12e0b2fb2984a 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
@@ -149,7 +149,7 @@ export class CalendarsListUI extends Component {
     return (
       <Fragment>
         <NavigationMenu tabId="settings" />
-        <EuiPage className="mlCalendarList">
+        <EuiPage className="mlCalendarList" data-test-subj="mlPageCalendarManagement">
           <EuiPageBody>
             <EuiPageContent
               className="mlCalendarList__content"
diff --git a/x-pack/plugins/ml/public/application/settings/calendars/list/header.js b/x-pack/plugins/ml/public/application/settings/calendars/list/header.js
index 53d769aa81aba..bf4bc48b34720 100644
--- a/x-pack/plugins/ml/public/application/settings/calendars/list/header.js
+++ b/x-pack/plugins/ml/public/application/settings/calendars/list/header.js
@@ -62,7 +62,12 @@ function CalendarsListHeaderUI({ totalCount, refreshCalendars, kibana }) {
         <EuiFlexItem grow={false}>
           <EuiFlexGroup alignItems="baseline" gutterSize="m" responsive={false}>
             <EuiFlexItem grow={false}>
-              <EuiButtonEmpty size="s" iconType="refresh" onClick={refreshCalendars}>
+              <EuiButtonEmpty
+                size="s"
+                iconType="refresh"
+                onClick={refreshCalendars}
+                data-test-subj="mlCalendarListRefreshButton"
+              >
                 <FormattedMessage
                   id="xpack.ml.settings.calendars.listHeader.refreshButtonLabel"
                   defaultMessage="Refresh"
diff --git a/x-pack/plugins/ml/public/application/settings/calendars/list/table/__snapshots__/table.test.js.snap b/x-pack/plugins/ml/public/application/settings/calendars/list/table/__snapshots__/table.test.js.snap
index 14b65a04ce599..cc1c524c19b57 100644
--- a/x-pack/plugins/ml/public/application/settings/calendars/list/table/__snapshots__/table.test.js.snap
+++ b/x-pack/plugins/ml/public/application/settings/calendars/list/table/__snapshots__/table.test.js.snap
@@ -1,11 +1,14 @@
 // Jest Snapshot v1, https://goo.gl/fbAQLP
 
 exports[`CalendarsListTable renders the table with all calendars 1`] = `
-<Fragment>
+<div
+  data-test-subj="mlCalendarTableContainer"
+>
   <EuiInMemoryTable
     columns={
       Array [
         Object {
+          "data-test-subj": "mlCalendarListColumnId",
           "field": "calendar_id",
           "name": "ID",
           "render": [Function],
@@ -14,6 +17,7 @@ exports[`CalendarsListTable renders the table with all calendars 1`] = `
           "truncateText": true,
         },
         Object {
+          "data-test-subj": "mlCalendarListColumnJobs",
           "field": "job_ids_string",
           "name": "Jobs",
           "render": [Function],
@@ -21,6 +25,7 @@ exports[`CalendarsListTable renders the table with all calendars 1`] = `
           "truncateText": true,
         },
         Object {
+          "data-test-subj": "mlCalendarListColumnEvents",
           "field": "events_length",
           "name": "Events",
           "render": [Function],
@@ -62,6 +67,7 @@ exports[`CalendarsListTable renders the table with all calendars 1`] = `
       }
     }
     responsive={true}
+    rowProps={[Function]}
     search={
       Object {
         "box": Object {
@@ -83,6 +89,7 @@ exports[`CalendarsListTable renders the table with all calendars 1`] = `
           </EuiButton>,
           <EuiButton
             color="danger"
+            data-test-subj="mlCalendarButtonDelete"
             iconType="trash"
             isDisabled={true}
             onClick={[Function]}
@@ -112,5 +119,5 @@ exports[`CalendarsListTable renders the table with all calendars 1`] = `
     }
     tableLayout="fixed"
   />
-</Fragment>
+</div>
 `;
diff --git a/x-pack/plugins/ml/public/application/settings/calendars/list/table/table.js b/x-pack/plugins/ml/public/application/settings/calendars/list/table/table.js
index b81cc6fbb4c30..77331c4a987dc 100644
--- a/x-pack/plugins/ml/public/application/settings/calendars/list/table/table.js
+++ b/x-pack/plugins/ml/public/application/settings/calendars/list/table/table.js
@@ -46,8 +46,14 @@ export const CalendarsListTable = ({
       truncateText: true,
       scope: 'row',
       render: (id) => (
-        <EuiLink href={`#/settings/calendars_list/edit_calendar/${id}`}>{id}</EuiLink>
+        <EuiLink
+          href={`#/settings/calendars_list/edit_calendar/${id}`}
+          data-test-subj="mlEditCalendarLink"
+        >
+          {id}
+        </EuiLink>
       ),
+      'data-test-subj': 'mlCalendarListColumnId',
     },
     {
       field: 'job_ids_string',
@@ -68,6 +74,7 @@ export const CalendarsListTable = ({
           jobList
         );
       },
+      'data-test-subj': 'mlCalendarListColumnJobs',
     },
     {
       field: 'events_length',
@@ -80,6 +87,7 @@ export const CalendarsListTable = ({
           defaultMessage: '{eventsLength, plural, one {# event} other {# events}}',
           values: { eventsLength },
         }),
+      'data-test-subj': 'mlCalendarListColumnEvents',
     },
   ];
 
@@ -106,6 +114,7 @@ export const CalendarsListTable = ({
         isDisabled={
           canDeleteCalendar === false || mlNodesAvailable === false || itemsSelected === false
         }
+        data-test-subj="mlCalendarButtonDelete"
       >
         <FormattedMessage
           id="xpack.ml.calendarsList.table.deleteButtonLabel"
@@ -120,7 +129,7 @@ export const CalendarsListTable = ({
   };
 
   return (
-    <React.Fragment>
+    <div data-test-subj="mlCalendarTableContainer">
       <EuiInMemoryTable
         items={calendarsList}
         itemId="calendar_id"
@@ -132,8 +141,11 @@ export const CalendarsListTable = ({
         selection={tableSelection}
         isSelectable={true}
         data-test-subj="mlCalendarTable"
+        rowProps={(item) => ({
+          'data-test-subj': `mlCalendarListRow row-${item.calendar_id}`,
+        })}
       />
-    </React.Fragment>
+    </div>
   );
 };
 
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 0ce19b8fa3d57..6e9cd17deabee 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
@@ -7,6 +7,7 @@ exports[`AddItemPopover calls addItems with multiple items on clicking Add butto
     button={
       <EuiButton
         color="primary"
+        data-test-subj="mlFilterListAddItemButton"
         iconSide="right"
         iconType="arrowDown"
         isDisabled={false}
@@ -92,6 +93,7 @@ exports[`AddItemPopover opens the popover onButtonClick 1`] = `
     button={
       <EuiButton
         color="primary"
+        data-test-subj="mlFilterListAddItemButton"
         iconSide="right"
         iconType="arrowDown"
         isDisabled={false}
@@ -177,6 +179,7 @@ exports[`AddItemPopover renders the popover 1`] = `
     button={
       <EuiButton
         color="primary"
+        data-test-subj="mlFilterListAddItemButton"
         iconSide="right"
         iconType="arrowDown"
         isDisabled={false}
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 816eea39059a8..07e060d87b36a 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
@@ -84,6 +84,7 @@ export class AddItemPopover extends Component {
         iconSide="right"
         onClick={this.onButtonClick}
         isDisabled={this.props.canCreateFilter === false}
+        data-test-subj="mlFilterListAddItemButton"
       >
         <FormattedMessage
           id="xpack.ml.settings.filterLists.addItemPopover.addItemButtonLabel"
diff --git a/x-pack/plugins/ml/public/application/settings/filter_lists/components/delete_filter_list_modal/__snapshots__/delete_filter_list_modal.test.js.snap b/x-pack/plugins/ml/public/application/settings/filter_lists/components/delete_filter_list_modal/__snapshots__/delete_filter_list_modal.test.js.snap
index 61893c0c0fd42..bf4ee8dc5b7fc 100644
--- a/x-pack/plugins/ml/public/application/settings/filter_lists/components/delete_filter_list_modal/__snapshots__/delete_filter_list_modal.test.js.snap
+++ b/x-pack/plugins/ml/public/application/settings/filter_lists/components/delete_filter_list_modal/__snapshots__/delete_filter_list_modal.test.js.snap
@@ -4,6 +4,7 @@ exports[`DeleteFilterListModal false canDeleteFilter privilege renders as disabl
 <div>
   <EuiButton
     color="danger"
+    data-test-subj="mlFilterListsDeleteButton"
     iconType="trash"
     isDisabled={false}
     key="delete_filter_list"
@@ -22,6 +23,7 @@ exports[`DeleteFilterListModal renders as delete button after opening and closin
 <div>
   <EuiButton
     color="danger"
+    data-test-subj="mlFilterListsDeleteButton"
     iconType="trash"
     isDisabled={false}
     key="delete_filter_list"
@@ -40,6 +42,7 @@ exports[`DeleteFilterListModal renders as disabled delete button when no lists s
 <div>
   <EuiButton
     color="danger"
+    data-test-subj="mlFilterListsDeleteButton"
     iconType="trash"
     isDisabled={false}
     key="delete_filter_list"
@@ -58,6 +61,7 @@ exports[`DeleteFilterListModal renders as enabled delete button when a list is s
 <div>
   <EuiButton
     color="danger"
+    data-test-subj="mlFilterListsDeleteButton"
     iconType="trash"
     isDisabled={false}
     key="delete_filter_list"
@@ -76,6 +80,7 @@ exports[`DeleteFilterListModal renders modal after clicking delete button 1`] =
 <div>
   <EuiButton
     color="danger"
+    data-test-subj="mlFilterListsDeleteButton"
     iconType="trash"
     isDisabled={false}
     key="delete_filter_list"
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 99cd14063e86a..75fdce8e2bac8 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
@@ -103,6 +103,7 @@ export class DeleteFilterListModal extends Component {
             selectedFilterLists.length === 0 ||
             canDeleteFilter === false
           }
+          data-test-subj="mlFilterListsDeleteButton"
         >
           <FormattedMessage
             id="xpack.ml.settings.filterLists.deleteFilterListModal.deleteButtonLabel"
diff --git a/x-pack/plugins/ml/public/application/settings/filter_lists/components/edit_description_popover/__snapshots__/edit_description_popover.test.js.snap b/x-pack/plugins/ml/public/application/settings/filter_lists/components/edit_description_popover/__snapshots__/edit_description_popover.test.js.snap
index f4fb2734a5e82..9904e90a5afae 100644
--- a/x-pack/plugins/ml/public/application/settings/filter_lists/components/edit_description_popover/__snapshots__/edit_description_popover.test.js.snap
+++ b/x-pack/plugins/ml/public/application/settings/filter_lists/components/edit_description_popover/__snapshots__/edit_description_popover.test.js.snap
@@ -8,6 +8,7 @@ exports[`FilterListUsagePopover opens the popover onButtonClick 1`] = `
       <EuiButtonIcon
         aria-label="Edit description"
         color="primary"
+        data-test-subj="mlFilterListEditDescriptionButton"
         iconType="pencil"
         isDisabled={false}
         onClick={[Function]}
@@ -65,6 +66,7 @@ exports[`FilterListUsagePopover renders the popover with a description 1`] = `
       <EuiButtonIcon
         aria-label="Edit description"
         color="primary"
+        data-test-subj="mlFilterListEditDescriptionButton"
         iconType="pencil"
         isDisabled={false}
         onClick={[Function]}
@@ -122,6 +124,7 @@ exports[`FilterListUsagePopover renders the popover with no description 1`] = `
       <EuiButtonIcon
         aria-label="Edit description"
         color="primary"
+        data-test-subj="mlFilterListEditDescriptionButton"
         iconType="pencil"
         isDisabled={false}
         onClick={[Function]}
diff --git a/x-pack/plugins/ml/public/application/settings/filter_lists/components/edit_description_popover/edit_description_popover.js b/x-pack/plugins/ml/public/application/settings/filter_lists/components/edit_description_popover/edit_description_popover.js
index e7846cb546852..06ace034ca819 100644
--- a/x-pack/plugins/ml/public/application/settings/filter_lists/components/edit_description_popover/edit_description_popover.js
+++ b/x-pack/plugins/ml/public/application/settings/filter_lists/components/edit_description_popover/edit_description_popover.js
@@ -75,6 +75,7 @@ export class EditDescriptionPopover extends Component {
           }
         )}
         isDisabled={this.props.canCreateFilter === false}
+        data-test-subj="mlFilterListEditDescriptionButton"
       />
     );
 
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
index 447d79ffff32a..c2fab64473228 100644
--- 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
@@ -7,6 +7,7 @@ exports[`EditFilterList adds new items to filter list 1`] = `
   />
   <EuiPage
     className="ml-edit-filter-lists"
+    data-test-subj="mlPageFilterListEdit"
   >
     <EuiPageBody>
       <EuiPageContent
@@ -117,6 +118,7 @@ exports[`EditFilterList renders after selecting an item and deleting it 1`] = `
   />
   <EuiPage
     className="ml-edit-filter-lists"
+    data-test-subj="mlPageFilterListEdit"
   >
     <EuiPageBody>
       <EuiPageContent
@@ -229,6 +231,7 @@ exports[`EditFilterList renders after selecting an item and deleting it 2`] = `
   />
   <EuiPage
     className="ml-edit-filter-lists"
+    data-test-subj="mlPageFilterListEdit"
   >
     <EuiPageBody>
       <EuiPageContent
@@ -336,6 +339,7 @@ exports[`EditFilterList renders the edit page for a new filter list and updates
   />
   <EuiPage
     className="ml-edit-filter-lists"
+    data-test-subj="mlPageFilterListEdit"
   >
     <EuiPageBody>
       <EuiPageContent
@@ -427,6 +431,7 @@ exports[`EditFilterList renders the edit page for a new filter list and updates
   />
   <EuiPage
     className="ml-edit-filter-lists"
+    data-test-subj="mlPageFilterListEdit"
   >
     <EuiPageBody>
       <EuiPageContent
@@ -518,6 +523,7 @@ exports[`EditFilterList renders the edit page for an existing filter list and up
   />
   <EuiPage
     className="ml-edit-filter-lists"
+    data-test-subj="mlPageFilterListEdit"
   >
     <EuiPageBody>
       <EuiPageContent
@@ -626,6 +632,7 @@ exports[`EditFilterList renders the edit page for an existing filter list and up
   />
   <EuiPage
     className="ml-edit-filter-lists"
+    data-test-subj="mlPageFilterListEdit"
   >
     <EuiPageBody>
       <EuiPageContent
@@ -734,6 +741,7 @@ exports[`EditFilterList updates the items per page 1`] = `
   />
   <EuiPage
     className="ml-edit-filter-lists"
+    data-test-subj="mlPageFilterListEdit"
   >
     <EuiPageBody>
       <EuiPageContent
diff --git a/x-pack/plugins/ml/public/application/settings/filter_lists/edit/__snapshots__/toolbar.test.js.snap b/x-pack/plugins/ml/public/application/settings/filter_lists/edit/__snapshots__/toolbar.test.js.snap
index 9a6e8c756fb85..d3a926c483cd0 100644
--- a/x-pack/plugins/ml/public/application/settings/filter_lists/edit/__snapshots__/toolbar.test.js.snap
+++ b/x-pack/plugins/ml/public/application/settings/filter_lists/edit/__snapshots__/toolbar.test.js.snap
@@ -18,6 +18,7 @@ exports[`EditFilterListToolbar renders the toolbar with no items selected 1`] =
             />,
             <EuiButton
               color="danger"
+              data-test-subj="mlFilterListDeleteItemButton"
               disabled={true}
               onClick={[MockFunction]}
               size="s"
@@ -54,6 +55,7 @@ exports[`EditFilterListToolbar renders the toolbar with one item selected 1`] =
             />,
             <EuiButton
               color="danger"
+              data-test-subj="mlFilterListDeleteItemButton"
               disabled={false}
               onClick={[MockFunction]}
               size="s"
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 6437e819db04f..41b7aa63f55ef 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
@@ -316,7 +316,7 @@ export class EditFilterListUI extends Component {
     return (
       <Fragment>
         <NavigationMenu tabId="settings" />
-        <EuiPage className="ml-edit-filter-lists">
+        <EuiPage className="ml-edit-filter-lists" data-test-subj="mlPageFilterListEdit">
           <EuiPageBody>
             <EuiPageContent
               className="ml-edit-filter-lists-content"
diff --git a/x-pack/plugins/ml/public/application/settings/filter_lists/edit/toolbar.js b/x-pack/plugins/ml/public/application/settings/filter_lists/edit/toolbar.js
index 13b57c8733518..7a4c698ac3715 100644
--- a/x-pack/plugins/ml/public/application/settings/filter_lists/edit/toolbar.js
+++ b/x-pack/plugins/ml/public/application/settings/filter_lists/edit/toolbar.js
@@ -33,6 +33,7 @@ function renderToolsRight(
       disabled={selectedItemCount === 0 || canDeleteFilter === false}
       onClick={deleteSelectedItems}
       key="delete_item_btn"
+      data-test-subj="mlFilterListDeleteItemButton"
     >
       <FormattedMessage
         id="xpack.ml.settings.filterLists.toolbar.deleteItemButtonLabel"
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
index 5f0cc22fce8b0..3a78a46369c1b 100644
--- 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
@@ -7,6 +7,7 @@ exports[`Filter Lists renders a list of filters 1`] = `
   />
   <EuiPage
     className="ml-list-filter-lists"
+    data-test-subj="mlPageFilterListManagement"
   >
     <EuiPageBody>
       <EuiPageContent
diff --git a/x-pack/plugins/ml/public/application/settings/filter_lists/list/__snapshots__/table.test.js.snap b/x-pack/plugins/ml/public/application/settings/filter_lists/list/__snapshots__/table.test.js.snap
index 8985469a807af..d41ad89d73a5d 100644
--- a/x-pack/plugins/ml/public/application/settings/filter_lists/list/__snapshots__/table.test.js.snap
+++ b/x-pack/plugins/ml/public/application/settings/filter_lists/list/__snapshots__/table.test.js.snap
@@ -2,204 +2,222 @@
 
 exports[`Filter Lists Table renders with filter lists and selection supplied 1`] = `
 <Fragment>
-  <EuiInMemoryTable
-    className="ml-filter-lists-table"
-    columns={
-      Array [
-        Object {
-          "field": "filter_id",
-          "name": "ID",
-          "render": [Function],
-          "scope": "row",
-          "sortable": true,
-        },
-        Object {
-          "field": "description",
-          "name": "Description",
-          "sortable": true,
-        },
-        Object {
-          "field": "item_count",
-          "name": "Item count",
-          "sortable": true,
-        },
-        Object {
-          "field": "used_by",
-          "name": "In use",
-          "render": [Function],
-          "sortable": true,
-        },
-      ]
-    }
-    data-test-subj="mlFilterListsTable"
-    isSelectable={true}
-    itemId="filter_id"
-    items={
-      Array [
-        Object {
-          "description": "List of known safe domains",
-          "filter_id": "safe_domains",
-          "item_count": 500,
-          "used_by": Object {
-            "jobs": Array [
-              "dns_exfiltration",
-            ],
-          },
-        },
+  <div
+    data-test-subj="mlFilterListTableContainer"
+  >
+    <EuiInMemoryTable
+      className="ml-filter-lists-table"
+      columns={
+        Array [
+          Object {
+            "data-test-subj": "mlFilterListColumnId",
+            "field": "filter_id",
+            "name": "ID",
+            "render": [Function],
+            "scope": "row",
+            "sortable": true,
+          },
+          Object {
+            "data-test-subj": "mlFilterListColumnDescription",
+            "field": "description",
+            "name": "Description",
+            "sortable": true,
+          },
+          Object {
+            "data-test-subj": "mlFilterListColumnItemCount",
+            "field": "item_count",
+            "name": "Item count",
+            "sortable": true,
+          },
+          Object {
+            "data-test-subj": "mlFilterListColumnInUse",
+            "field": "used_by",
+            "name": "In use",
+            "render": [Function],
+            "sortable": true,
+          },
+        ]
+      }
+      data-test-subj="mlFilterListsTable"
+      isSelectable={true}
+      itemId="filter_id"
+      items={
+        Array [
+          Object {
+            "description": "List of known safe domains",
+            "filter_id": "safe_domains",
+            "item_count": 500,
+            "used_by": Object {
+              "jobs": Array [
+                "dns_exfiltration",
+              ],
+            },
+          },
+          Object {
+            "description": "US East AWS instances",
+            "filter_id": "us_east_instances",
+            "item_count": 20,
+            "used_by": Object {
+              "jobs": Array [],
+            },
+          },
+        ]
+      }
+      pagination={true}
+      responsive={true}
+      rowProps={[Function]}
+      search={
         Object {
-          "description": "US East AWS instances",
-          "filter_id": "us_east_instances",
-          "item_count": 20,
-          "used_by": Object {
-            "jobs": Array [],
-          },
-        },
-      ]
-    }
-    pagination={true}
-    responsive={true}
-    search={
-      Object {
-        "box": Object {
-          "incremental": true,
-        },
-        "filters": Array [],
-        "toolsRight": Array [
-          <NewFilterButton
-            canCreateFilter={true}
-          />,
-          <DeleteFilterListModal
-            canDeleteFilter={true}
-            refreshFilterLists={[MockFunction]}
-            selectedFilterLists={
-              Array [
-                Object {
-                  "description": "List of known safe domains",
-                  "filter_id": "safe_domains",
-                  "item_count": 500,
-                  "used_by": Object {
-                    "jobs": Array [
-                      "dns_exfiltration",
-                    ],
+          "box": Object {
+            "incremental": true,
+          },
+          "filters": Array [],
+          "toolsRight": Array [
+            <NewFilterButton
+              canCreateFilter={true}
+            />,
+            <DeleteFilterListModal
+              canDeleteFilter={true}
+              refreshFilterLists={[MockFunction]}
+              selectedFilterLists={
+                Array [
+                  Object {
+                    "description": "List of known safe domains",
+                    "filter_id": "safe_domains",
+                    "item_count": 500,
+                    "used_by": Object {
+                      "jobs": Array [
+                        "dns_exfiltration",
+                      ],
+                    },
                   },
-                },
-              ]
-            }
-          />,
-        ],
+                ]
+              }
+            />,
+          ],
+        }
       }
-    }
-    selection={
-      Object {
-        "onSelectionChange": [Function],
-        "selectable": [Function],
-        "selectableMessage": [Function],
+      selection={
+        Object {
+          "onSelectionChange": [Function],
+          "selectable": [Function],
+          "selectableMessage": [Function],
+        }
       }
-    }
-    sorting={
-      Object {
-        "sort": Object {
-          "direction": "asc",
-          "field": "filter_id",
-        },
+      sorting={
+        Object {
+          "sort": Object {
+            "direction": "asc",
+            "field": "filter_id",
+          },
+        }
       }
-    }
-    tableLayout="fixed"
-  />
+      tableLayout="fixed"
+    />
+  </div>
 </Fragment>
 `;
 
 exports[`Filter Lists Table renders with filter lists supplied 1`] = `
 <Fragment>
-  <EuiInMemoryTable
-    className="ml-filter-lists-table"
-    columns={
-      Array [
-        Object {
-          "field": "filter_id",
-          "name": "ID",
-          "render": [Function],
-          "scope": "row",
-          "sortable": true,
-        },
-        Object {
-          "field": "description",
-          "name": "Description",
-          "sortable": true,
-        },
-        Object {
-          "field": "item_count",
-          "name": "Item count",
-          "sortable": true,
-        },
-        Object {
-          "field": "used_by",
-          "name": "In use",
-          "render": [Function],
-          "sortable": true,
-        },
-      ]
-    }
-    data-test-subj="mlFilterListsTable"
-    isSelectable={true}
-    itemId="filter_id"
-    items={
-      Array [
-        Object {
-          "description": "List of known safe domains",
-          "filter_id": "safe_domains",
-          "item_count": 500,
-          "used_by": Object {
-            "jobs": Array [
-              "dns_exfiltration",
-            ],
-          },
-        },
+  <div
+    data-test-subj="mlFilterListTableContainer"
+  >
+    <EuiInMemoryTable
+      className="ml-filter-lists-table"
+      columns={
+        Array [
+          Object {
+            "data-test-subj": "mlFilterListColumnId",
+            "field": "filter_id",
+            "name": "ID",
+            "render": [Function],
+            "scope": "row",
+            "sortable": true,
+          },
+          Object {
+            "data-test-subj": "mlFilterListColumnDescription",
+            "field": "description",
+            "name": "Description",
+            "sortable": true,
+          },
+          Object {
+            "data-test-subj": "mlFilterListColumnItemCount",
+            "field": "item_count",
+            "name": "Item count",
+            "sortable": true,
+          },
+          Object {
+            "data-test-subj": "mlFilterListColumnInUse",
+            "field": "used_by",
+            "name": "In use",
+            "render": [Function],
+            "sortable": true,
+          },
+        ]
+      }
+      data-test-subj="mlFilterListsTable"
+      isSelectable={true}
+      itemId="filter_id"
+      items={
+        Array [
+          Object {
+            "description": "List of known safe domains",
+            "filter_id": "safe_domains",
+            "item_count": 500,
+            "used_by": Object {
+              "jobs": Array [
+                "dns_exfiltration",
+              ],
+            },
+          },
+          Object {
+            "description": "US East AWS instances",
+            "filter_id": "us_east_instances",
+            "item_count": 20,
+            "used_by": Object {
+              "jobs": Array [],
+            },
+          },
+        ]
+      }
+      pagination={true}
+      responsive={true}
+      rowProps={[Function]}
+      search={
         Object {
-          "description": "US East AWS instances",
-          "filter_id": "us_east_instances",
-          "item_count": 20,
-          "used_by": Object {
-            "jobs": Array [],
-          },
-        },
-      ]
-    }
-    pagination={true}
-    responsive={true}
-    search={
-      Object {
-        "box": Object {
-          "incremental": true,
-        },
-        "filters": Array [],
-        "toolsRight": Array [
-          <NewFilterButton
-            canCreateFilter={true}
-          />,
-          <DeleteFilterListModal
-            canDeleteFilter={true}
-            refreshFilterLists={[MockFunction]}
-          />,
-        ],
+          "box": Object {
+            "incremental": true,
+          },
+          "filters": Array [],
+          "toolsRight": Array [
+            <NewFilterButton
+              canCreateFilter={true}
+            />,
+            <DeleteFilterListModal
+              canDeleteFilter={true}
+              refreshFilterLists={[MockFunction]}
+            />,
+          ],
+        }
       }
-    }
-    selection={
-      Object {
-        "onSelectionChange": [Function],
-        "selectable": [Function],
-        "selectableMessage": [Function],
+      selection={
+        Object {
+          "onSelectionChange": [Function],
+          "selectable": [Function],
+          "selectableMessage": [Function],
+        }
       }
-    }
-    sorting={
-      Object {
-        "sort": Object {
-          "direction": "asc",
-          "field": "filter_id",
-        },
+      sorting={
+        Object {
+          "sort": Object {
+            "direction": "asc",
+            "field": "filter_id",
+          },
+        }
       }
-    }
-    tableLayout="fixed"
-  />
+      tableLayout="fixed"
+    />
+  </div>
 </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 270d5fa350cae..75c72fdab7307 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
@@ -89,7 +89,7 @@ export class FilterListsUI extends Component {
     return (
       <Fragment>
         <NavigationMenu tabId="settings" />
-        <EuiPage className="ml-list-filter-lists">
+        <EuiPage className="ml-list-filter-lists" data-test-subj="mlPageFilterListManagement">
           <EuiPageBody>
             <EuiPageContent
               className="ml-list-filter-lists-content"
diff --git a/x-pack/plugins/ml/public/application/settings/filter_lists/list/header.js b/x-pack/plugins/ml/public/application/settings/filter_lists/list/header.js
index 0d33dc4888392..1d300e3ae6301 100644
--- a/x-pack/plugins/ml/public/application/settings/filter_lists/list/header.js
+++ b/x-pack/plugins/ml/public/application/settings/filter_lists/list/header.js
@@ -61,7 +61,12 @@ function FilterListsHeaderUI({ totalCount, refreshFilterLists, kibana }) {
         <EuiFlexItem grow={false}>
           <EuiFlexGroup alignItems="baseline" gutterSize="m" responsive={false}>
             <EuiFlexItem grow={false}>
-              <EuiButtonEmpty size="s" iconType="refresh" onClick={() => refreshFilterLists()}>
+              <EuiButtonEmpty
+                size="s"
+                iconType="refresh"
+                onClick={() => refreshFilterLists()}
+                data-test-subj="mlFilterListRefreshButton"
+              >
                 <FormattedMessage
                   id="xpack.ml.settings.filterLists.listHeader.refreshButtonLabel"
                   defaultMessage="Refresh"
diff --git a/x-pack/plugins/ml/public/application/settings/filter_lists/list/table.js b/x-pack/plugins/ml/public/application/settings/filter_lists/list/table.js
index 7f94f1f2534fb..9b6fb2b3572a5 100644
--- a/x-pack/plugins/ml/public/application/settings/filter_lists/list/table.js
+++ b/x-pack/plugins/ml/public/application/settings/filter_lists/list/table.js
@@ -38,6 +38,7 @@ function UsedByIcon({ usedBy }) {
         aria-label={i18n.translate('xpack.ml.settings.filterLists.table.inUseAriaLabel', {
           defaultMessage: 'In use',
         })}
+        data-test-subj="mlFilterListUsedByIcon inUse"
       />
     );
   } else {
@@ -47,6 +48,7 @@ function UsedByIcon({ usedBy }) {
         aria-label={i18n.translate('xpack.ml.settings.filterLists.table.notInUseAriaLabel', {
           defaultMessage: 'Not in use',
         })}
+        data-test-subj="mlFilterListUsedByIcon notInUse"
       />
     );
   }
@@ -82,10 +84,16 @@ function getColumns() {
         defaultMessage: 'ID',
       }),
       render: (id) => (
-        <EuiLink href={`#/settings/filter_lists/edit_filter_list/${id}`}>{id}</EuiLink>
+        <EuiLink
+          href={`#/settings/filter_lists/edit_filter_list/${id}`}
+          data-test-subj="mlEditFilterListLink"
+        >
+          {id}
+        </EuiLink>
       ),
       sortable: true,
       scope: 'row',
+      'data-test-subj': 'mlFilterListColumnId',
     },
     {
       field: 'description',
@@ -93,6 +101,7 @@ function getColumns() {
         defaultMessage: 'Description',
       }),
       sortable: true,
+      'data-test-subj': 'mlFilterListColumnDescription',
     },
     {
       field: 'item_count',
@@ -100,6 +109,7 @@ function getColumns() {
         defaultMessage: 'Item count',
       }),
       sortable: true,
+      'data-test-subj': 'mlFilterListColumnItemCount',
     },
     {
       field: 'used_by',
@@ -108,6 +118,7 @@ function getColumns() {
       }),
       render: (usedBy) => <UsedByIcon usedBy={usedBy} />,
       sortable: true,
+      'data-test-subj': 'mlFilterListColumnInUse',
     },
   ];
 
@@ -189,7 +200,7 @@ export function FilterListsTable({
           </EuiFlexGroup>
         </React.Fragment>
       ) : (
-        <React.Fragment>
+        <div data-test-subj="mlFilterListTableContainer">
           <EuiInMemoryTable
             className="ml-filter-lists-table"
             items={filterLists}
@@ -201,8 +212,11 @@ export function FilterListsTable({
             selection={tableSelection}
             isSelectable={true}
             data-test-subj="mlFilterListsTable"
+            rowProps={(item) => ({
+              'data-test-subj': `mlCalendarListRow row-${item.filter_id}`,
+            })}
           />
-        </React.Fragment>
+        </div>
       )}
     </React.Fragment>
   );
diff --git a/x-pack/plugins/ml/public/application/timeseriesexplorer/components/entity_control/entity_control.tsx b/x-pack/plugins/ml/public/application/timeseriesexplorer/components/entity_control/entity_control.tsx
index 93bb62fa1fc58..9d2c49a95fec4 100644
--- a/x-pack/plugins/ml/public/application/timeseriesexplorer/components/entity_control/entity_control.tsx
+++ b/x-pack/plugins/ml/public/application/timeseriesexplorer/components/entity_control/entity_control.tsx
@@ -141,6 +141,7 @@ export class EntityControl extends Component<EntityControlProps, EntityControlSt
         onSearchChange={this.onSearchChange}
         isClearable={false}
         renderOption={this.renderOption}
+        data-test-subj={`mlSingleMetricViewerEntitySelection ${entity.fieldName}`}
       />
     );
 
diff --git a/x-pack/plugins/ml/public/application/timeseriesexplorer/components/forecasting_modal/modal.js b/x-pack/plugins/ml/public/application/timeseriesexplorer/components/forecasting_modal/modal.js
index 6527aa3801da9..4fec8b01530f3 100644
--- a/x-pack/plugins/ml/public/application/timeseriesexplorer/components/forecasting_modal/modal.js
+++ b/x-pack/plugins/ml/public/application/timeseriesexplorer/components/forecasting_modal/modal.js
@@ -31,7 +31,7 @@ import { FormattedMessage } from '@kbn/i18n/react';
 export function Modal(props) {
   return (
     <EuiOverlayMask>
-      <EuiModal onClose={props.close} maxWidth={860}>
+      <EuiModal onClose={props.close} maxWidth={860} data-test-subj="mlModalForecast">
         <EuiModalHeader>
           <EuiModalHeaderTitle>
             <FormattedMessage
diff --git a/x-pack/test/functional/apps/ml/anomaly_detection/advanced_job.ts b/x-pack/test/functional/apps/ml/anomaly_detection/advanced_job.ts
index 18a7a4b26a752..3fbe101d4ff19 100644
--- a/x-pack/test/functional/apps/ml/anomaly_detection/advanced_job.ts
+++ b/x-pack/test/functional/apps/ml/anomaly_detection/advanced_job.ts
@@ -3,7 +3,6 @@
  * or more contributor license agreements. Licensed under the Elastic License;
  * you may not use this file except in compliance with the Elastic License.
  */
-import expect from '@kbn/expect';
 
 import { FtrProviderContext } from '../../../ftr_provider_context';
 
@@ -433,9 +432,7 @@ export default function ({ getService }: FtrProviderContext) {
             'job creation displays the created job in the job list'
           );
           await ml.jobTable.refreshJobList();
-          await ml.jobTable.filterWithSearchString(testData.jobId);
-          const rows = await ml.jobTable.parseJobTable();
-          expect(rows.filter((row) => row.id === testData.jobId)).to.have.length(1);
+          await ml.jobTable.filterWithSearchString(testData.jobId, 1);
 
           await ml.testExecution.logTestStep(
             'job creation displays details for the created job in the job list'
@@ -651,9 +648,7 @@ export default function ({ getService }: FtrProviderContext) {
             'job cloning displays the created job in the job list'
           );
           await ml.jobTable.refreshJobList();
-          await ml.jobTable.filterWithSearchString(testData.jobIdClone);
-          const rows = await ml.jobTable.parseJobTable();
-          expect(rows.filter((row) => row.id === testData.jobIdClone)).to.have.length(1);
+          await ml.jobTable.filterWithSearchString(testData.jobIdClone, 1);
 
           await ml.testExecution.logTestStep(
             'job cloning displays details for the created job in the job list'
diff --git a/x-pack/test/functional/apps/ml/anomaly_detection/annotations.ts b/x-pack/test/functional/apps/ml/anomaly_detection/annotations.ts
index 9e48c71ab0eba..5353f53e74d0b 100644
--- a/x-pack/test/functional/apps/ml/anomaly_detection/annotations.ts
+++ b/x-pack/test/functional/apps/ml/anomaly_detection/annotations.ts
@@ -3,7 +3,6 @@
  * or more contributor license agreements. Licensed under the Elastic License;
  * you may not use this file except in compliance with the Elastic License.
  */
-import expect from '@kbn/expect';
 
 import { FtrProviderContext } from '../../../ftr_provider_context';
 import { Job, Datafeed } from '../../../../../plugins/ml/common/types/anomaly_detection_jobs';
@@ -62,9 +61,7 @@ export default function ({ getService }: FtrProviderContext) {
       await ml.navigation.navigateToJobManagement();
 
       await ml.jobTable.waitForJobsToLoad();
-      await ml.jobTable.filterWithSearchString(JOB_CONFIG.job_id);
-      const rows = await ml.jobTable.parseJobTable();
-      expect(rows.filter((row) => row.id === JOB_CONFIG.job_id)).to.have.length(1);
+      await ml.jobTable.filterWithSearchString(JOB_CONFIG.job_id, 1);
 
       await ml.jobTable.clickOpenJobInSingleMetricViewerButton(JOB_CONFIG.job_id);
       await ml.commonUI.waitForMlLoadingIndicatorToDisappear();
diff --git a/x-pack/test/functional/apps/ml/anomaly_detection/anomaly_explorer.ts b/x-pack/test/functional/apps/ml/anomaly_detection/anomaly_explorer.ts
index cfbebd478fcb8..4fdbda6e54893 100644
--- a/x-pack/test/functional/apps/ml/anomaly_detection/anomaly_explorer.ts
+++ b/x-pack/test/functional/apps/ml/anomaly_detection/anomaly_explorer.ts
@@ -3,7 +3,6 @@
  * or more contributor license agreements. Licensed under the Elastic License;
  * you may not use this file except in compliance with the Elastic License.
  */
-import expect from '@kbn/expect';
 
 import { FtrProviderContext } from '../../../ftr_provider_context';
 import { Job, Datafeed } from '../../../../../plugins/ml/common/types/anomaly_detection_jobs';
@@ -86,9 +85,7 @@ export default function ({ getService }: FtrProviderContext) {
 
           await ml.testExecution.logTestStep('open job in anomaly explorer');
           await ml.jobTable.waitForJobsToLoad();
-          await ml.jobTable.filterWithSearchString(testData.jobConfig.job_id);
-          const rows = await ml.jobTable.parseJobTable();
-          expect(rows.filter((row) => row.id === testData.jobConfig.job_id)).to.have.length(1);
+          await ml.jobTable.filterWithSearchString(testData.jobConfig.job_id, 1);
 
           await ml.jobTable.clickOpenJobInAnomalyExplorerButton(testData.jobConfig.job_id);
           await ml.commonUI.waitForMlLoadingIndicatorToDisappear();
diff --git a/x-pack/test/functional/apps/ml/anomaly_detection/categorization_job.ts b/x-pack/test/functional/apps/ml/anomaly_detection/categorization_job.ts
index c410aff292ffa..2524d0486171b 100644
--- a/x-pack/test/functional/apps/ml/anomaly_detection/categorization_job.ts
+++ b/x-pack/test/functional/apps/ml/anomaly_detection/categorization_job.ts
@@ -3,7 +3,6 @@
  * or more contributor license agreements. Licensed under the Elastic License;
  * you may not use this file except in compliance with the Elastic License.
  */
-import expect from '@kbn/expect';
 
 import { FtrProviderContext } from '../../../ftr_provider_context';
 import { CATEGORY_EXAMPLES_VALIDATION_STATUS } from '../../../../../plugins/ml/common/constants/categorization_job';
@@ -202,9 +201,7 @@ export default function ({ getService }: FtrProviderContext) {
       await ml.navigation.navigateToJobManagement();
 
       await ml.jobTable.waitForJobsToLoad();
-      await ml.jobTable.filterWithSearchString(jobId);
-      const rows = await ml.jobTable.parseJobTable();
-      expect(rows.filter((row) => row.id === jobId)).to.have.length(1);
+      await ml.jobTable.filterWithSearchString(jobId, 1);
 
       await ml.testExecution.logTestStep(
         'job creation displays details for the created job in the job list'
@@ -320,9 +317,7 @@ export default function ({ getService }: FtrProviderContext) {
       await ml.navigation.navigateToJobManagement();
 
       await ml.jobTable.waitForJobsToLoad();
-      await ml.jobTable.filterWithSearchString(jobIdClone);
-      const rows = await ml.jobTable.parseJobTable();
-      expect(rows.filter((row) => row.id === jobIdClone)).to.have.length(1);
+      await ml.jobTable.filterWithSearchString(jobIdClone, 1);
 
       await ml.testExecution.logTestStep(
         'job cloning displays details for the created job in the job list'
@@ -353,9 +348,7 @@ export default function ({ getService }: FtrProviderContext) {
         'job deletion does not display the deleted job in the job list any more'
       );
       await ml.jobTable.waitForJobsToLoad();
-      await ml.jobTable.filterWithSearchString(jobIdClone);
-      const rows = await ml.jobTable.parseJobTable();
-      expect(rows.filter((row) => row.id === jobIdClone)).to.have.length(0);
+      await ml.jobTable.filterWithSearchString(jobIdClone, 0);
 
       await ml.testExecution.logTestStep(
         'job deletion does not have results for the deleted job any more'
diff --git a/x-pack/test/functional/apps/ml/anomaly_detection/date_nanos_job.ts b/x-pack/test/functional/apps/ml/anomaly_detection/date_nanos_job.ts
index 22b4c4a1fdfe3..af30946ee08ce 100644
--- a/x-pack/test/functional/apps/ml/anomaly_detection/date_nanos_job.ts
+++ b/x-pack/test/functional/apps/ml/anomaly_detection/date_nanos_job.ts
@@ -3,7 +3,6 @@
  * or more contributor license agreements. Licensed under the Elastic License;
  * you may not use this file except in compliance with the Elastic License.
  */
-import expect from '@kbn/expect';
 
 import { FtrProviderContext } from '../../../ftr_provider_context';
 
@@ -315,9 +314,7 @@ export default function ({ getService }: FtrProviderContext) {
             'job creation displays the created job in the job list'
           );
           await ml.jobTable.refreshJobList();
-          await ml.jobTable.filterWithSearchString(testData.jobId);
-          const rows = await ml.jobTable.parseJobTable();
-          expect(rows.filter((row) => row.id === testData.jobId)).to.have.length(1);
+          await ml.jobTable.filterWithSearchString(testData.jobId, 1);
 
           await ml.testExecution.logTestStep(
             'job creation displays details for the created job in the job list'
diff --git a/x-pack/test/functional/apps/ml/anomaly_detection/multi_metric_job.ts b/x-pack/test/functional/apps/ml/anomaly_detection/multi_metric_job.ts
index 8702cfd734454..5324890b269bc 100644
--- a/x-pack/test/functional/apps/ml/anomaly_detection/multi_metric_job.ts
+++ b/x-pack/test/functional/apps/ml/anomaly_detection/multi_metric_job.ts
@@ -3,7 +3,6 @@
  * or more contributor license agreements. Licensed under the Elastic License;
  * you may not use this file except in compliance with the Elastic License.
  */
-import expect from '@kbn/expect';
 
 import { FtrProviderContext } from '../../../ftr_provider_context';
 
@@ -205,9 +204,7 @@ export default function ({ getService }: FtrProviderContext) {
       await ml.navigation.navigateToJobManagement();
 
       await ml.jobTable.waitForJobsToLoad();
-      await ml.jobTable.filterWithSearchString(jobId);
-      const rows = await ml.jobTable.parseJobTable();
-      expect(rows.filter((row) => row.id === jobId)).to.have.length(1);
+      await ml.jobTable.filterWithSearchString(jobId, 1);
 
       await ml.testExecution.logTestStep(
         'job creation displays details for the created job in the job list'
@@ -340,9 +337,7 @@ export default function ({ getService }: FtrProviderContext) {
       await ml.navigation.navigateToJobManagement();
 
       await ml.jobTable.waitForJobsToLoad();
-      await ml.jobTable.filterWithSearchString(jobIdClone);
-      const rows = await ml.jobTable.parseJobTable();
-      expect(rows.filter((row) => row.id === jobIdClone)).to.have.length(1);
+      await ml.jobTable.filterWithSearchString(jobIdClone, 1);
 
       await ml.testExecution.logTestStep(
         'job cloning displays details for the created job in the job list'
diff --git a/x-pack/test/functional/apps/ml/anomaly_detection/population_job.ts b/x-pack/test/functional/apps/ml/anomaly_detection/population_job.ts
index 3ec78eccf3de4..4797334ee57af 100644
--- a/x-pack/test/functional/apps/ml/anomaly_detection/population_job.ts
+++ b/x-pack/test/functional/apps/ml/anomaly_detection/population_job.ts
@@ -3,7 +3,6 @@
  * or more contributor license agreements. Licensed under the Elastic License;
  * you may not use this file except in compliance with the Elastic License.
  */
-import expect from '@kbn/expect';
 
 import { FtrProviderContext } from '../../../ftr_provider_context';
 
@@ -231,9 +230,7 @@ export default function ({ getService }: FtrProviderContext) {
       await ml.navigation.navigateToJobManagement();
 
       await ml.jobTable.waitForJobsToLoad();
-      await ml.jobTable.filterWithSearchString(jobId);
-      const rows = await ml.jobTable.parseJobTable();
-      expect(rows.filter((row) => row.id === jobId)).to.have.length(1);
+      await ml.jobTable.filterWithSearchString(jobId, 1);
 
       await ml.testExecution.logTestStep(
         'job creation displays details for the created job in the job list'
@@ -377,9 +374,7 @@ export default function ({ getService }: FtrProviderContext) {
       await ml.navigation.navigateToJobManagement();
 
       await ml.jobTable.waitForJobsToLoad();
-      await ml.jobTable.filterWithSearchString(jobIdClone);
-      const rows = await ml.jobTable.parseJobTable();
-      expect(rows.filter((row) => row.id === jobIdClone)).to.have.length(1);
+      await ml.jobTable.filterWithSearchString(jobIdClone, 1);
 
       await ml.testExecution.logTestStep(
         'job cloning displays details for the created job in the job list'
diff --git a/x-pack/test/functional/apps/ml/anomaly_detection/saved_search_job.ts b/x-pack/test/functional/apps/ml/anomaly_detection/saved_search_job.ts
index 170b88efd70f5..ea3a42e2f27c8 100644
--- a/x-pack/test/functional/apps/ml/anomaly_detection/saved_search_job.ts
+++ b/x-pack/test/functional/apps/ml/anomaly_detection/saved_search_job.ts
@@ -3,7 +3,6 @@
  * or more contributor license agreements. Licensed under the Elastic License;
  * you may not use this file except in compliance with the Elastic License.
  */
-import expect from '@kbn/expect';
 
 import { FtrProviderContext } from '../../../ftr_provider_context';
 
@@ -410,9 +409,7 @@ export default function ({ getService }: FtrProviderContext) {
           await ml.navigation.navigateToJobManagement();
 
           await ml.jobTable.waitForJobsToLoad();
-          await ml.jobTable.filterWithSearchString(testData.jobId);
-          const rows = await ml.jobTable.parseJobTable();
-          expect(rows.filter((row) => row.id === testData.jobId)).to.have.length(1);
+          await ml.jobTable.filterWithSearchString(testData.jobId, 1);
 
           await ml.testExecution.logTestStep(
             'job creation displays details for the created job in the job list'
diff --git a/x-pack/test/functional/apps/ml/anomaly_detection/single_metric_job.ts b/x-pack/test/functional/apps/ml/anomaly_detection/single_metric_job.ts
index ba5628661bfc2..89612e51eee13 100644
--- a/x-pack/test/functional/apps/ml/anomaly_detection/single_metric_job.ts
+++ b/x-pack/test/functional/apps/ml/anomaly_detection/single_metric_job.ts
@@ -3,7 +3,6 @@
  * or more contributor license agreements. Licensed under the Elastic License;
  * you may not use this file except in compliance with the Elastic License.
  */
-import expect from '@kbn/expect';
 
 import { FtrProviderContext } from '../../../ftr_provider_context';
 
@@ -184,9 +183,7 @@ export default function ({ getService }: FtrProviderContext) {
       await ml.navigation.navigateToJobManagement();
 
       await ml.jobTable.waitForJobsToLoad();
-      await ml.jobTable.filterWithSearchString(jobId);
-      const rows = await ml.jobTable.parseJobTable();
-      expect(rows.filter((row) => row.id === jobId)).to.have.length(1);
+      await ml.jobTable.filterWithSearchString(jobId, 1);
 
       await ml.testExecution.logTestStep(
         'job creation displays details for the created job in the job list'
@@ -303,9 +300,7 @@ export default function ({ getService }: FtrProviderContext) {
       await ml.navigation.navigateToJobManagement();
 
       await ml.jobTable.waitForJobsToLoad();
-      await ml.jobTable.filterWithSearchString(jobIdClone);
-      const rows = await ml.jobTable.parseJobTable();
-      expect(rows.filter((row) => row.id === jobIdClone)).to.have.length(1);
+      await ml.jobTable.filterWithSearchString(jobIdClone, 1);
 
       await ml.testExecution.logTestStep(
         'job cloning displays details for the created job in the job list'
@@ -336,9 +331,7 @@ export default function ({ getService }: FtrProviderContext) {
         'job deletion does not display the deleted job in the job list any more'
       );
       await ml.jobTable.waitForJobsToLoad();
-      await ml.jobTable.filterWithSearchString(jobIdClone);
-      const rows = await ml.jobTable.parseJobTable();
-      expect(rows.filter((row) => row.id === jobIdClone)).to.have.length(0);
+      await ml.jobTable.filterWithSearchString(jobIdClone, 0);
 
       await ml.testExecution.logTestStep(
         'job deletion does not have results for the deleted job any more'
diff --git a/x-pack/test/functional/apps/ml/anomaly_detection/single_metric_viewer.ts b/x-pack/test/functional/apps/ml/anomaly_detection/single_metric_viewer.ts
index e1ab3f8e092c3..1dc4708c57dbc 100644
--- a/x-pack/test/functional/apps/ml/anomaly_detection/single_metric_viewer.ts
+++ b/x-pack/test/functional/apps/ml/anomaly_detection/single_metric_viewer.ts
@@ -3,7 +3,6 @@
  * or more contributor license agreements. Licensed under the Elastic License;
  * you may not use this file except in compliance with the Elastic License.
  */
-import expect from '@kbn/expect';
 
 import { FtrProviderContext } from '../../../ftr_provider_context';
 import { Job, Datafeed } from '../../../../../plugins/ml/common/types/anomaly_detection_jobs';
@@ -60,9 +59,7 @@ export default function ({ getService }: FtrProviderContext) {
 
       await ml.testExecution.logTestStep('open job in single metric viewer');
       await ml.jobTable.waitForJobsToLoad();
-      await ml.jobTable.filterWithSearchString(JOB_CONFIG.job_id);
-      const rows = await ml.jobTable.parseJobTable();
-      expect(rows.filter((row) => row.id === JOB_CONFIG.job_id)).to.have.length(1);
+      await ml.jobTable.filterWithSearchString(JOB_CONFIG.job_id, 1);
 
       await ml.jobTable.clickOpenJobInSingleMetricViewerButton(JOB_CONFIG.job_id);
       await ml.commonUI.waitForMlLoadingIndicatorToDisappear();
diff --git a/x-pack/test/functional/apps/ml/data_frame_analytics/classification_creation.ts b/x-pack/test/functional/apps/ml/data_frame_analytics/classification_creation.ts
index 6beefaafa3792..e12c853a0be83 100644
--- a/x-pack/test/functional/apps/ml/data_frame_analytics/classification_creation.ts
+++ b/x-pack/test/functional/apps/ml/data_frame_analytics/classification_creation.ts
@@ -3,7 +3,6 @@
  * or more contributor license agreements. Licensed under the Elastic License;
  * you may not use this file except in compliance with the Elastic License.
  */
-import expect from '@kbn/expect';
 
 import { FtrProviderContext } from '../../../ftr_provider_context';
 
@@ -147,13 +146,7 @@ export default function ({ getService }: FtrProviderContext) {
 
           await ml.testExecution.logTestStep('displays the created job in the analytics table');
           await ml.dataFrameAnalyticsTable.refreshAnalyticsTable();
-          await ml.dataFrameAnalyticsTable.filterWithSearchString(testData.jobId);
-          const rows = await ml.dataFrameAnalyticsTable.parseAnalyticsTable();
-          const filteredRows = rows.filter((row) => row.id === testData.jobId);
-          expect(filteredRows).to.have.length(
-            1,
-            `Filtered analytics table should have 1 row for job id '${testData.jobId}' (got matching items '${filteredRows}')`
-          );
+          await ml.dataFrameAnalyticsTable.filterWithSearchString(testData.jobId, 1);
 
           await ml.testExecution.logTestStep(
             'displays details for the created job in the analytics table'
@@ -208,9 +201,11 @@ export default function ({ getService }: FtrProviderContext) {
           await ml.api.assertIndicesNotEmpty(testData.destinationIndex);
 
           await ml.testExecution.logTestStep('displays the results view for created job');
-          await ml.dataFrameAnalyticsTable.openResultsView();
-          await ml.dataFrameAnalytics.assertClassificationEvaluatePanelElementsExists();
-          await ml.dataFrameAnalytics.assertClassificationTablePanelExists();
+          await ml.dataFrameAnalyticsTable.openResultsView(testData.jobId);
+          await ml.dataFrameAnalyticsResults.assertClassificationEvaluatePanelElementsExists();
+          await ml.dataFrameAnalyticsResults.assertClassificationTablePanelExists();
+          await ml.dataFrameAnalyticsResults.assertResultsTableExists();
+          await ml.dataFrameAnalyticsResults.assertResultsTableNotEmpty();
         });
       });
     }
diff --git a/x-pack/test/functional/apps/ml/data_frame_analytics/cloning.ts b/x-pack/test/functional/apps/ml/data_frame_analytics/cloning.ts
index 5494f2f963d37..532de930bc1a1 100644
--- a/x-pack/test/functional/apps/ml/data_frame_analytics/cloning.ts
+++ b/x-pack/test/functional/apps/ml/data_frame_analytics/cloning.ts
@@ -148,7 +148,7 @@ export default function ({ getService }: FtrProviderContext) {
           await ml.navigation.navigateToMl();
           await ml.navigation.navigateToDataFrameAnalytics();
           await ml.dataFrameAnalyticsTable.waitForAnalyticsToLoad();
-          await ml.dataFrameAnalyticsTable.filterWithSearchString(testData.job.id as string);
+          await ml.dataFrameAnalyticsTable.filterWithSearchString(testData.job.id as string, 1);
           await ml.dataFrameAnalyticsTable.cloneJob(testData.job.id as string);
         });
 
@@ -217,13 +217,7 @@ export default function ({ getService }: FtrProviderContext) {
           );
           await ml.dataFrameAnalyticsCreation.navigateToJobManagementPage();
           await ml.dataFrameAnalyticsTable.refreshAnalyticsTable();
-          await ml.dataFrameAnalyticsTable.filterWithSearchString(cloneJobId);
-          const rows = await ml.dataFrameAnalyticsTable.parseAnalyticsTable();
-          const filteredRows = rows.filter((row) => row.id === cloneJobId);
-          expect(filteredRows).to.have.length(
-            1,
-            `Filtered analytics table should have 1 row for job id '${cloneJobId}' (got matching items '${filteredRows}')`
-          );
+          await ml.dataFrameAnalyticsTable.filterWithSearchString(cloneJobId, 1);
         });
       });
     }
diff --git a/x-pack/test/functional/apps/ml/data_frame_analytics/outlier_detection_creation.ts b/x-pack/test/functional/apps/ml/data_frame_analytics/outlier_detection_creation.ts
index e4bc7b940aaea..b5b0f4c94f262 100644
--- a/x-pack/test/functional/apps/ml/data_frame_analytics/outlier_detection_creation.ts
+++ b/x-pack/test/functional/apps/ml/data_frame_analytics/outlier_detection_creation.ts
@@ -3,7 +3,6 @@
  * or more contributor license agreements. Licensed under the Elastic License;
  * you may not use this file except in compliance with the Elastic License.
  */
-import expect from '@kbn/expect';
 
 import { FtrProviderContext } from '../../../ftr_provider_context';
 
@@ -163,13 +162,7 @@ export default function ({ getService }: FtrProviderContext) {
 
           await ml.testExecution.logTestStep('displays the created job in the analytics table');
           await ml.dataFrameAnalyticsTable.refreshAnalyticsTable();
-          await ml.dataFrameAnalyticsTable.filterWithSearchString(testData.jobId);
-          const rows = await ml.dataFrameAnalyticsTable.parseAnalyticsTable();
-          const filteredRows = rows.filter((row) => row.id === testData.jobId);
-          expect(filteredRows).to.have.length(
-            1,
-            `Filtered analytics table should have 1 row for job id '${testData.jobId}' (got matching items '${filteredRows}')`
-          );
+          await ml.dataFrameAnalyticsTable.filterWithSearchString(testData.jobId, 1);
 
           await ml.testExecution.logTestStep(
             'displays details for the created job in the analytics table'
@@ -224,8 +217,10 @@ export default function ({ getService }: FtrProviderContext) {
           await ml.api.assertIndicesNotEmpty(testData.destinationIndex);
 
           await ml.testExecution.logTestStep('displays the results view for created job');
-          await ml.dataFrameAnalyticsTable.openResultsView();
-          await ml.dataFrameAnalytics.assertOutlierTablePanelExists();
+          await ml.dataFrameAnalyticsTable.openResultsView(testData.jobId);
+          await ml.dataFrameAnalyticsResults.assertOutlierTablePanelExists();
+          await ml.dataFrameAnalyticsResults.assertResultsTableExists();
+          await ml.dataFrameAnalyticsResults.assertResultsTableNotEmpty();
         });
       });
     }
diff --git a/x-pack/test/functional/apps/ml/data_frame_analytics/regression_creation.ts b/x-pack/test/functional/apps/ml/data_frame_analytics/regression_creation.ts
index af9c5417e4826..c58220f2d1ad2 100644
--- a/x-pack/test/functional/apps/ml/data_frame_analytics/regression_creation.ts
+++ b/x-pack/test/functional/apps/ml/data_frame_analytics/regression_creation.ts
@@ -3,7 +3,6 @@
  * or more contributor license agreements. Licensed under the Elastic License;
  * you may not use this file except in compliance with the Elastic License.
  */
-import expect from '@kbn/expect';
 
 import { FtrProviderContext } from '../../../ftr_provider_context';
 
@@ -147,13 +146,7 @@ export default function ({ getService }: FtrProviderContext) {
 
           await ml.testExecution.logTestStep('displays the created job in the analytics table');
           await ml.dataFrameAnalyticsTable.refreshAnalyticsTable();
-          await ml.dataFrameAnalyticsTable.filterWithSearchString(testData.jobId);
-          const rows = await ml.dataFrameAnalyticsTable.parseAnalyticsTable();
-          const filteredRows = rows.filter((row) => row.id === testData.jobId);
-          expect(filteredRows).to.have.length(
-            1,
-            `Filtered analytics table should have 1 row for job id '${testData.jobId}' (got matching items '${filteredRows}')`
-          );
+          await ml.dataFrameAnalyticsTable.filterWithSearchString(testData.jobId, 1);
 
           await ml.testExecution.logTestStep(
             'displays details for the created job in the analytics table'
@@ -208,9 +201,11 @@ export default function ({ getService }: FtrProviderContext) {
           await ml.api.assertIndicesNotEmpty(testData.destinationIndex);
 
           await ml.testExecution.logTestStep('displays the results view for created job');
-          await ml.dataFrameAnalyticsTable.openResultsView();
-          await ml.dataFrameAnalytics.assertRegressionEvaluatePanelElementsExists();
-          await ml.dataFrameAnalytics.assertRegressionTablePanelExists();
+          await ml.dataFrameAnalyticsTable.openResultsView(testData.jobId);
+          await ml.dataFrameAnalyticsResults.assertRegressionEvaluatePanelElementsExists();
+          await ml.dataFrameAnalyticsResults.assertRegressionTablePanelExists();
+          await ml.dataFrameAnalyticsResults.assertResultsTableExists();
+          await ml.dataFrameAnalyticsResults.assertResultsTableNotEmpty();
         });
       });
     }
diff --git a/x-pack/test/functional/apps/ml/index.ts b/x-pack/test/functional/apps/ml/index.ts
index 2d8aac3b8dddf..e224f5c8bb128 100644
--- a/x-pack/test/functional/apps/ml/index.ts
+++ b/x-pack/test/functional/apps/ml/index.ts
@@ -20,10 +20,8 @@ export default function ({ getService, loadTestFile }: FtrProviderContext) {
     after(async () => {
       await ml.securityCommon.cleanMlUsers();
       await ml.securityCommon.cleanMlRoles();
-
       await ml.testResources.deleteSavedSearches();
       await ml.testResources.deleteDashboards();
-
       await ml.testResources.deleteIndexPatternByTitle('ft_farequote');
       await ml.testResources.deleteIndexPatternByTitle('ft_ecommerce');
       await ml.testResources.deleteIndexPatternByTitle('ft_categorization');
@@ -31,7 +29,6 @@ export default function ({ getService, loadTestFile }: FtrProviderContext) {
       await ml.testResources.deleteIndexPatternByTitle('ft_bank_marketing');
       await ml.testResources.deleteIndexPatternByTitle('ft_ihp_outlier');
       await ml.testResources.deleteIndexPatternByTitle('ft_egs_regression');
-
       await esArchiver.unload('ml/farequote');
       await esArchiver.unload('ml/ecommerce');
       await esArchiver.unload('ml/categorization');
@@ -39,11 +36,12 @@ export default function ({ getService, loadTestFile }: FtrProviderContext) {
       await esArchiver.unload('ml/bm_classification');
       await esArchiver.unload('ml/ihp_outlier');
       await esArchiver.unload('ml/egs_regression');
-
       await ml.testResources.resetKibanaTimeZone();
+      await ml.securityUI.logout();
     });
 
     loadTestFile(require.resolve('./feature_controls'));
+    loadTestFile(require.resolve('./permissions'));
     loadTestFile(require.resolve('./pages'));
     loadTestFile(require.resolve('./anomaly_detection'));
     loadTestFile(require.resolve('./data_visualizer'));
diff --git a/x-pack/test/functional/apps/ml/pages.ts b/x-pack/test/functional/apps/ml/pages.ts
index 5d084d5abe11e..27b61a7dbc0f8 100644
--- a/x-pack/test/functional/apps/ml/pages.ts
+++ b/x-pack/test/functional/apps/ml/pages.ts
@@ -17,7 +17,7 @@ export default function ({ getService }: FtrProviderContext) {
     });
 
     it('loads the ML pages', async () => {
-      await ml.testExecution.logTestStep('home');
+      await ml.testExecution.logTestStep('loads the ML home page');
       await ml.navigation.navigateToMl();
 
       await ml.testExecution.logTestStep('loads the overview page');
@@ -34,10 +34,10 @@ export default function ({ getService }: FtrProviderContext) {
 
       await ml.testExecution.logTestStep('loads the settings page');
       await ml.navigation.navigateToSettings();
-      await ml.settings.assertSettingsManageCalendarsLinkExists();
-      await ml.settings.assertSettingsCreateCalendarLinkExists();
-      await ml.settings.assertSettingsManageFilterListsLinkExists();
-      await ml.settings.assertSettingsCreateFilterListLinkExists();
+      await ml.settings.assertManageCalendarsLinkExists();
+      await ml.settings.assertCreateCalendarLinkExists();
+      await ml.settings.assertManageFilterListsLinkExists();
+      await ml.settings.assertCreateFilterListLinkExists();
 
       await ml.testExecution.logTestStep('loads the data frame analytics page');
       await ml.navigation.navigateToDataFrameAnalytics();
diff --git a/x-pack/test/functional/apps/ml/permissions/full_ml_access.ts b/x-pack/test/functional/apps/ml/permissions/full_ml_access.ts
new file mode 100644
index 0000000000000..eed7489b09fe6
--- /dev/null
+++ b/x-pack/test/functional/apps/ml/permissions/full_ml_access.ts
@@ -0,0 +1,480 @@
+/*
+ * Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one
+ * or more contributor license agreements. Licensed under the Elastic License;
+ * you may not use this file except in compliance with the Elastic License.
+ */
+
+import path from 'path';
+
+import { FtrProviderContext } from '../../../ftr_provider_context';
+
+import { USER } from '../../../services/ml/security_common';
+
+export default function ({ getService }: FtrProviderContext) {
+  const esArchiver = getService('esArchiver');
+  const ml = getService('ml');
+
+  const testUsers = [USER.ML_POWERUSER, USER.ML_POWERUSER_SPACES];
+
+  describe('for user with full ML access', function () {
+    this.tags(['skipFirefox', 'mlqa']);
+
+    describe('with no data loaded', function () {
+      for (const user of testUsers) {
+        describe(`(${user})`, function () {
+          before(async () => {
+            await ml.securityUI.loginAs(user);
+            await ml.api.cleanMlIndices();
+          });
+
+          after(async () => {
+            await ml.securityUI.logout();
+          });
+
+          it('should display the ML file data vis link on the Kibana home page', async () => {
+            await ml.testExecution.logTestStep('should load the Kibana home page');
+            await ml.navigation.navigateToKibanaHome();
+
+            await ml.testExecution.logTestStep('should display the ML file data vis link');
+            await ml.commonUI.assertKibanaHomeFileDataVisLinkExists();
+          });
+
+          it('should display the ML entry in Kibana app menu', async () => {
+            await ml.testExecution.logTestStep('should open the Kibana app menu');
+            await ml.navigation.openKibanaNav();
+
+            await ml.testExecution.logTestStep('should display the ML nav link');
+            await ml.navigation.assertKibanaNavMLEntryExists();
+          });
+
+          it('should display elements on ML Overview page correctly', async () => {
+            await ml.testExecution.logTestStep('should load the ML overview page');
+            await ml.navigation.navigateToMl();
+            await ml.navigation.navigateToOverview();
+
+            await ml.testExecution.logTestStep('should display enabled AD create job button');
+            await ml.overviewPage.assertADCreateJobButtonExists();
+            await ml.overviewPage.assertADCreateJobButtonEnabled(true);
+
+            await ml.testExecution.logTestStep('should display enabled DFA create job button');
+            await ml.overviewPage.assertDFACreateJobButtonExists();
+            await ml.overviewPage.assertDFACreateJobButtonEnabled(true);
+          });
+        });
+      }
+    });
+
+    describe('with data loaded', function () {
+      const adJobId = 'fq_single_permission';
+      const dfaJobId = 'iph_outlier_permission';
+      const calendarId = 'calendar_permission';
+      const eventDescription = 'calendar_event_permission';
+      const filterId = 'filter_permission';
+      const filterItems = ['filter_item_permission'];
+
+      const ecIndexPattern = 'ft_module_sample_ecommerce';
+      const ecExpectedTotalCount = 287;
+      const ecExpectedFieldPanelCount = 2;
+      const ecExpectedModuleId = 'sample_data_ecommerce';
+
+      const uploadFilePath = path.join(
+        __dirname,
+        '..',
+        'data_visualizer',
+        'files_to_import',
+        'artificial_server_log'
+      );
+      const expectedUploadFileTitle = 'artificial_server_log';
+
+      before(async () => {
+        await esArchiver.loadIfNeeded('ml/farequote');
+        await esArchiver.loadIfNeeded('ml/ihp_outlier');
+        await esArchiver.loadIfNeeded('ml/module_sample_ecommerce');
+        await ml.testResources.createIndexPatternIfNeeded('ft_farequote', '@timestamp');
+        await ml.testResources.createIndexPatternIfNeeded('ft_ihp_outlier', '@timestamp');
+        await ml.testResources.createIndexPatternIfNeeded(ecIndexPattern, 'order_date');
+        await ml.testResources.setKibanaTimeZoneToUTC();
+
+        await ml.api.createAndRunAnomalyDetectionLookbackJob(
+          ml.commonConfig.getADFqMultiMetricJobConfig(adJobId),
+          ml.commonConfig.getADFqDatafeedConfig(adJobId)
+        );
+
+        await ml.api.createAndRunDFAJob(
+          ml.commonConfig.getDFAIhpOutlierDetectionJobConfig(dfaJobId)
+        );
+
+        await ml.api.createCalendar(calendarId, {
+          calendar_id: calendarId,
+          job_ids: [],
+          description: 'Test calendar',
+        });
+        await ml.api.createCalendarEvents(calendarId, [
+          {
+            description: eventDescription,
+            start_time: 1513641600000,
+            end_time: 1513728000000,
+          },
+        ]);
+
+        await ml.api.createFilter(filterId, {
+          description: 'Test filter list',
+          items: filterItems,
+        });
+      });
+
+      after(async () => {
+        await ml.api.cleanMlIndices();
+        await ml.api.deleteIndices(`user-${dfaJobId}`);
+        await ml.api.deleteCalendar(calendarId);
+        await ml.api.deleteFilter(filterId);
+      });
+
+      for (const user of testUsers) {
+        describe(`(${user})`, function () {
+          before(async () => {
+            await ml.securityUI.loginAs(user);
+          });
+
+          after(async () => {
+            await ml.securityUI.logout();
+          });
+
+          it('should display elements on Anomaly Detection page correctly', async () => {
+            await ml.testExecution.logTestStep('should load the AD job management page');
+            await ml.navigation.navigateToMl();
+            await ml.navigation.navigateToAnomalyDetection();
+
+            await ml.testExecution.logTestStep('should display the stats bar and the AD job table');
+            await ml.jobManagement.assertJobStatsBarExists();
+            await ml.jobManagement.assertJobTableExists();
+
+            await ml.testExecution.logTestStep('should display an enabled "Create job" button');
+            await ml.jobManagement.assertCreateNewJobButtonExists();
+            await ml.jobManagement.assertCreateNewJobButtonEnabled(true);
+
+            await ml.testExecution.logTestStep('should display the AD job in the list');
+            await ml.jobTable.filterWithSearchString(adJobId, 1);
+
+            await ml.testExecution.logTestStep('should display enabled AD job result links');
+            await ml.jobTable.assertJobActionSingleMetricViewerButtonEnabled(adJobId, true);
+            await ml.jobTable.assertJobActionAnomalyExplorerButtonEnabled(adJobId, true);
+
+            await ml.testExecution.logTestStep('should display enabled AD job row action buttons');
+            await ml.jobTable.assertJobActionsMenuButtonEnabled(adJobId, true);
+            await ml.jobTable.assertJobActionStartDatafeedButtonEnabled(adJobId, true);
+            await ml.jobTable.assertJobActionCloneJobButtonEnabled(adJobId, true);
+            await ml.jobTable.assertJobActionEditJobButtonEnabled(adJobId, true);
+            await ml.jobTable.assertJobActionDeleteJobButtonEnabled(adJobId, true);
+
+            await ml.testExecution.logTestStep('should select the job');
+            await ml.jobTable.selectJobRow(adJobId);
+
+            await ml.testExecution.logTestStep('should display enabled multi select result links');
+            await ml.jobTable.assertMultiSelectActionSingleMetricViewerButtonEnabled(true);
+            await ml.jobTable.assertMultiSelectActionAnomalyExplorerButtonEnabled(true);
+
+            await ml.testExecution.logTestStep(
+              'should display enabled multi select action buttons'
+            );
+            await ml.jobTable.assertMultiSelectManagementActionsButtonEnabled(true);
+            await ml.jobTable.assertMultiSelectStartDatafeedActionButtonEnabled(true);
+            await ml.jobTable.assertMultiSelectDeleteJobActionButtonEnabled(true);
+            await ml.jobTable.deselectJobRow(adJobId);
+          });
+
+          it('should display elements on Single Metric Viewer page correctly', async () => {
+            await ml.testExecution.logTestStep('should open AD job in the single metric viewer');
+            await ml.jobTable.clickOpenJobInSingleMetricViewerButton(adJobId);
+            await ml.commonUI.waitForMlLoadingIndicatorToDisappear();
+
+            await ml.testExecution.logTestStep('should pre-fill the AD job selection');
+            await ml.jobSelection.assertJobSelection([adJobId]);
+
+            await ml.testExecution.logTestStep('should pre-fill the detector input');
+            await ml.singleMetricViewer.assertDetectorInputExsist();
+            await ml.singleMetricViewer.assertDetectorInputValue('0');
+
+            await ml.testExecution.logTestStep('should input the airline entity value');
+            await ml.singleMetricViewer.assertEntityInputExsist('airline');
+            await ml.singleMetricViewer.assertEntityInputSelection('airline', []);
+            await ml.singleMetricViewer.selectEntityValue('airline', 'AAL');
+
+            await ml.testExecution.logTestStep('should display the chart');
+            await ml.singleMetricViewer.assertChartExsist();
+
+            await ml.testExecution.logTestStep('should display the annotations section');
+            await ml.singleMetricViewer.assertAnnotationsExists('loaded');
+
+            await ml.testExecution.logTestStep('should display the anomalies table with entries');
+            await ml.anomaliesTable.assertTableExists();
+            await ml.anomaliesTable.assertTableNotEmpty();
+
+            await ml.testExecution.logTestStep('should display enabled anomaly row action buttons');
+            await ml.anomaliesTable.assertAnomalyActionsMenuButtonExists(0);
+            await ml.anomaliesTable.assertAnomalyActionsMenuButtonEnabled(0, true);
+            await ml.anomaliesTable.assertAnomalyActionConfigureRulesButtonEnabled(0, true);
+
+            await ml.testExecution.logTestStep(
+              'should display the forecast modal with enabled run button'
+            );
+            await ml.singleMetricViewer.assertForecastButtonExists();
+            await ml.singleMetricViewer.assertForecastButtonEnabled(true);
+            await ml.singleMetricViewer.openForecastModal();
+            await ml.singleMetricViewer.assertForecastModalRunButtonEnabled(true);
+            await ml.singleMetricViewer.closeForecastModal();
+          });
+
+          it('should display elements on Anomaly Explorer page correctly', async () => {
+            await ml.testExecution.logTestStep('should open AD job in the anomaly explorer');
+            await ml.singleMetricViewer.openAnomalyExplorer();
+            await ml.commonUI.waitForMlLoadingIndicatorToDisappear();
+
+            await ml.testExecution.logTestStep('should pre-fill the AD job selection');
+            await ml.jobSelection.assertJobSelection([adJobId]);
+
+            await ml.testExecution.logTestStep('should display the influencers list');
+            await ml.anomalyExplorer.assertInfluencerListExists();
+            await ml.anomalyExplorer.assertInfluencerFieldListNotEmpty('airline');
+
+            await ml.testExecution.logTestStep('should display the swim lanes');
+            await ml.anomalyExplorer.assertOverallSwimlaneExists();
+            await ml.anomalyExplorer.assertSwimlaneViewByExists();
+
+            await ml.testExecution.logTestStep('should display the annotations panel');
+            await ml.anomalyExplorer.assertAnnotationsPanelExists('loaded');
+
+            await ml.testExecution.logTestStep('should display the anomalies table with entries');
+            await ml.anomaliesTable.assertTableExists();
+            await ml.anomaliesTable.assertTableNotEmpty();
+
+            await ml.testExecution.logTestStep('should display enabled anomaly row action button');
+            await ml.anomaliesTable.assertAnomalyActionsMenuButtonExists(0);
+            await ml.anomaliesTable.assertAnomalyActionsMenuButtonEnabled(0, true);
+
+            await ml.testExecution.logTestStep(
+              'should display enabled configure rules action button'
+            );
+            await ml.anomaliesTable.assertAnomalyActionConfigureRulesButtonEnabled(0, true);
+
+            await ml.testExecution.logTestStep('should display enabled view series action button');
+            await ml.anomaliesTable.assertAnomalyActionViewSeriesButtonEnabled(0, true);
+          });
+
+          it('should display elements on Data Frame Analytics page correctly', async () => {
+            await ml.testExecution.logTestStep('should load the DFA job management page');
+            await ml.navigation.navigateToDataFrameAnalytics();
+
+            await ml.testExecution.logTestStep(
+              'should display the stats bar and the analytics table'
+            );
+            await ml.dataFrameAnalytics.assertAnalyticsStatsBarExists();
+            await ml.dataFrameAnalytics.assertAnalyticsTableExists();
+
+            await ml.testExecution.logTestStep('should display an enabled "Create job" button');
+            await ml.dataFrameAnalytics.assertCreateNewAnalyticsButtonExists();
+            await ml.dataFrameAnalytics.assertCreateNewAnalyticsButtonEnabled(true);
+
+            await ml.testExecution.logTestStep('should display the DFA job in the list');
+            await ml.dataFrameAnalyticsTable.filterWithSearchString(dfaJobId, 1);
+
+            await ml.testExecution.logTestStep(
+              'should display enabled DFA job view and action menu'
+            );
+            await ml.dataFrameAnalyticsTable.assertJobRowViewButtonEnabled(dfaJobId, true);
+            await ml.dataFrameAnalyticsTable.assertJowRowActionsMenuButtonEnabled(dfaJobId, true);
+            await ml.dataFrameAnalyticsTable.assertJobActionViewButtonEnabled(dfaJobId, true);
+
+            await ml.testExecution.logTestStep('should display enabled DFA job row action buttons');
+            await ml.dataFrameAnalyticsTable.assertJobActionStartButtonEnabled(dfaJobId, false); // job already completed
+            await ml.dataFrameAnalyticsTable.assertJobActionEditButtonEnabled(dfaJobId, true);
+            await ml.dataFrameAnalyticsTable.assertJobActionCloneButtonEnabled(dfaJobId, true);
+            await ml.dataFrameAnalyticsTable.assertJobActionDeleteButtonEnabled(dfaJobId, true);
+            await ml.dataFrameAnalyticsTable.ensureJobActionsMenuClosed(dfaJobId);
+          });
+
+          it('should display elements on Data Frame Analytics results view page correctly', async () => {
+            await ml.testExecution.logTestStep('displays the results view for created job');
+            await ml.dataFrameAnalyticsTable.openResultsView(dfaJobId);
+            await ml.dataFrameAnalyticsResults.assertOutlierTablePanelExists();
+            await ml.dataFrameAnalyticsResults.assertResultsTableExists();
+            await ml.dataFrameAnalyticsResults.assertResultsTableNotEmpty();
+          });
+
+          it('should display elements on Data Visualizer home page correctly', async () => {
+            await ml.testExecution.logTestStep('should load the data visualizer page');
+            await ml.navigation.navigateToDataVisualizer();
+
+            await ml.testExecution.logTestStep(
+              'should display the "import data" card with enabled button'
+            );
+            await ml.dataVisualizer.assertDataVisualizerImportDataCardExists();
+            await ml.dataVisualizer.assertUploadFileButtonEnabled(true);
+
+            await ml.testExecution.logTestStep(
+              'should display the "select index pattern" card with enabled button'
+            );
+            await ml.dataVisualizer.assertDataVisualizerIndexDataCardExists();
+            await ml.dataVisualizer.assertSelectIndexButtonEnabled(true);
+          });
+
+          it('should display elements on Index Data Visualizer page correctly', async () => {
+            await ml.testExecution.logTestStep(
+              'should load an index into the data visualizer page'
+            );
+            await ml.dataVisualizer.navigateToIndexPatternSelection();
+            await ml.jobSourceSelection.selectSourceForIndexBasedDataVisualizer(ecIndexPattern);
+
+            await ml.testExecution.logTestStep('should display the time range step');
+            await ml.dataVisualizerIndexBased.assertTimeRangeSelectorSectionExists();
+
+            await ml.testExecution.logTestStep('should load data for full time range');
+            await ml.dataVisualizerIndexBased.clickUseFullDataButton(ecExpectedTotalCount);
+
+            await ml.testExecution.logTestStep('should display the panels of fields');
+            await ml.dataVisualizerIndexBased.assertFieldsPanelsExist(ecExpectedFieldPanelCount);
+
+            await ml.testExecution.logTestStep('should display the actions panel with cards');
+            await ml.dataVisualizerIndexBased.assertActionsPanelExists();
+            await ml.dataVisualizerIndexBased.assertCreateAdvancedJobCardExists();
+            await ml.dataVisualizerIndexBased.assertRecognizerCardExists(ecExpectedModuleId);
+          });
+
+          it('should display elements on File Data Visualizer page correctly', async () => {
+            await ml.testExecution.logTestStep(
+              'should load the file data visualizer file selection'
+            );
+            await ml.navigation.navigateToDataVisualizer();
+            await ml.dataVisualizer.navigateToFileUpload();
+
+            await ml.testExecution.logTestStep(
+              'should select a file and load visualizer result page'
+            );
+            await ml.dataVisualizerFileBased.selectFile(uploadFilePath);
+
+            await ml.testExecution.logTestStep(
+              'should displays components of the file details page'
+            );
+            await ml.dataVisualizerFileBased.assertFileTitle(expectedUploadFileTitle);
+            await ml.dataVisualizerFileBased.assertFileContentPanelExists();
+            await ml.dataVisualizerFileBased.assertSummaryPanelExists();
+            await ml.dataVisualizerFileBased.assertFileStatsPanelExists();
+            await ml.dataVisualizerFileBased.assertImportButtonEnabled(true);
+          });
+
+          it('should display elements on Settings home page correctly', async () => {
+            await ml.testExecution.logTestStep('should load the settings page');
+            await ml.navigation.navigateToSettings();
+
+            await ml.testExecution.logTestStep('should display enabled calendar controls');
+            await ml.settings.assertManageCalendarsLinkExists();
+            await ml.settings.assertManageCalendarsLinkEnabled(true);
+            await ml.settings.assertCreateCalendarLinkExists();
+            await ml.settings.assertCreateCalendarLinkEnabled(true);
+
+            await ml.testExecution.logTestStep('should display enabled filter list controls');
+            await ml.settings.assertManageFilterListsLinkExists();
+            await ml.settings.assertManageFilterListsLinkEnabled(true);
+            await ml.settings.assertCreateFilterListLinkExists();
+            await ml.settings.assertCreateFilterListLinkEnabled(true);
+          });
+
+          it('should display elements on Calendar management page correctly', async () => {
+            await ml.testExecution.logTestStep('should load the calendar management page');
+            await ml.settings.navigateToCalendarManagement();
+
+            await ml.testExecution.logTestStep('should display enabled create calendar button');
+            await ml.settingsCalendar.assertCreateCalendarButtonEnabled(true);
+
+            await ml.testExecution.logTestStep('should display the calendar in the list');
+            await ml.settingsCalendar.filterWithSearchString(calendarId, 1);
+
+            await ml.testExecution.logTestStep('should enable delete calendar button on selection');
+            await ml.settingsCalendar.assertDeleteCalendarButtonEnabled(false);
+            await ml.settingsCalendar.selectCalendarRow(calendarId);
+            await ml.settingsCalendar.assertDeleteCalendarButtonEnabled(true);
+
+            await ml.testExecution.logTestStep('should load the calendar edit page');
+            await ml.settingsCalendar.openCalendarEditForm(calendarId);
+
+            await ml.testExecution.logTestStep(
+              'should display enabled elements of the edit calendar page'
+            );
+            await ml.settingsCalendar.assertApplyToAllJobsSwitchEnabled(true);
+            await ml.settingsCalendar.assertJobSelectionEnabled(true);
+            await ml.settingsCalendar.assertJobGroupSelectionEnabled(true);
+            await ml.settingsCalendar.assertNewEventButtonEnabled(true);
+            await ml.settingsCalendar.assertImportEventsButtonEnabled(true);
+
+            await ml.testExecution.logTestStep('should display the event in the list');
+            await ml.settingsCalendar.assertEventRowExists(eventDescription);
+
+            await ml.testExecution.logTestStep('should display enabled delete event button');
+            await ml.settingsCalendar.assertDeleteEventButtonEnabled(eventDescription, true);
+          });
+
+          it('should display elements on Filter Lists management page correctly', async () => {
+            await ml.testExecution.logTestStep('should load the filter list management page');
+            await ml.navigation.navigateToSettings();
+            await ml.settings.navigateToFilterListsManagement();
+
+            await ml.testExecution.logTestStep('should display enabled create filter list button');
+            await ml.settingsFilterList.assertCreateFilterListButtonEnabled(true);
+
+            await ml.testExecution.logTestStep('should display the filter list in the table');
+            await ml.settingsFilterList.filterWithSearchString(filterId, 1);
+
+            await ml.testExecution.logTestStep(
+              'should enable delete filter list button on selection'
+            );
+            await ml.settingsFilterList.assertDeleteFilterListButtonEnabled(false);
+            await ml.settingsFilterList.selectFilterListRow(filterId);
+            await ml.settingsFilterList.assertDeleteFilterListButtonEnabled(true);
+
+            await ml.testExecution.logTestStep('should load the filter list edit page');
+            await ml.settingsFilterList.openFilterListEditForm(filterId);
+
+            await ml.testExecution.logTestStep(
+              'should display enabled elements of the edit calendar page'
+            );
+            await ml.settingsFilterList.assertEditDescriptionButtonEnabled(true);
+            await ml.settingsFilterList.assertAddItemButtonEnabled(true);
+
+            await ml.testExecution.logTestStep('should display the filter item in the list');
+            await ml.settingsFilterList.assertFilterItemExists(filterItems[0]);
+
+            await ml.testExecution.logTestStep(
+              'should enable delete filter item button on selection'
+            );
+            await ml.settingsFilterList.assertDeleteItemButtonEnabled(false);
+            await ml.settingsFilterList.selectFilterItem(filterItems[0]);
+            await ml.settingsFilterList.assertDeleteItemButtonEnabled(true);
+          });
+
+          it('should display elements on Stack Management ML page correctly', async () => {
+            await ml.testExecution.logTestStep(
+              'should load the stack management with the ML menu item being present'
+            );
+            await ml.navigation.navigateToStackManagement();
+
+            await ml.testExecution.logTestStep(
+              'should load the jobs list page in stack management'
+            );
+            await ml.navigation.navigateToStackManagementJobsListPage();
+
+            await ml.testExecution.logTestStep('should display the AD job in the list');
+            await ml.jobTable.filterWithSearchString(adJobId, 1);
+
+            await ml.testExecution.logTestStep(
+              'should load the analytics jobs list page in stack management'
+            );
+            await ml.navigation.navigateToStackManagementJobsListPageAnalyticsTab();
+
+            await ml.testExecution.logTestStep('should display the DFA job in the list');
+            await ml.dataFrameAnalyticsTable.filterWithSearchString(dfaJobId, 1);
+          });
+        });
+      }
+    });
+  });
+}
diff --git a/x-pack/test/functional/apps/ml/permissions/index.ts b/x-pack/test/functional/apps/ml/permissions/index.ts
new file mode 100644
index 0000000000000..2d415b1d094a4
--- /dev/null
+++ b/x-pack/test/functional/apps/ml/permissions/index.ts
@@ -0,0 +1,16 @@
+/*
+ * Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one
+ * or more contributor license agreements. Licensed under the Elastic License;
+ * you may not use this file except in compliance with the Elastic License.
+ */
+import { FtrProviderContext } from '../../../ftr_provider_context';
+
+export default function ({ loadTestFile }: FtrProviderContext) {
+  describe('permissions', function () {
+    this.tags(['skipFirefox']);
+
+    loadTestFile(require.resolve('./full_ml_access'));
+    loadTestFile(require.resolve('./read_ml_access'));
+    loadTestFile(require.resolve('./no_ml_access'));
+  });
+}
diff --git a/x-pack/test/functional/apps/ml/permissions/no_ml_access.ts b/x-pack/test/functional/apps/ml/permissions/no_ml_access.ts
new file mode 100644
index 0000000000000..6fd78458a6ce5
--- /dev/null
+++ b/x-pack/test/functional/apps/ml/permissions/no_ml_access.ts
@@ -0,0 +1,72 @@
+/*
+ * Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one
+ * or more contributor license agreements. Licensed under the Elastic License;
+ * you may not use this file except in compliance with the Elastic License.
+ */
+
+import { FtrProviderContext } from '../../../ftr_provider_context';
+
+import { USER } from '../../../services/ml/security_common';
+
+export default function ({ getPageObjects, getService }: FtrProviderContext) {
+  const PageObjects = getPageObjects(['common', 'error']);
+  const ml = getService('ml');
+
+  const testUsers = [USER.ML_UNAUTHORIZED, USER.ML_UNAUTHORIZED_SPACES];
+
+  describe('for user with no ML access', function () {
+    this.tags(['skipFirefox', 'mlqa']);
+
+    for (const user of testUsers) {
+      describe(`(${user})`, function () {
+        before(async () => {
+          await ml.securityUI.loginAs(user);
+        });
+
+        after(async () => {
+          await ml.securityUI.logout();
+        });
+
+        it('should not allow to access the ML app', async () => {
+          await ml.testExecution.logTestStep('should not load the ML overview page');
+          await PageObjects.common.navigateToUrl('ml', '', {
+            shouldLoginIfPrompted: false,
+            ensureCurrentUrl: false,
+          });
+
+          await PageObjects.error.expectNotFound();
+        });
+
+        it('should not display the ML file data vis link on the Kibana home page', async () => {
+          await ml.testExecution.logTestStep('should load the Kibana home page');
+          await ml.navigation.navigateToKibanaHome();
+
+          await ml.testExecution.logTestStep('should not display the ML file data vis link');
+          await ml.commonUI.assertKibanaHomeFileDataVisLinkNotExists();
+        });
+
+        it('should not display the ML entry in Kibana app menu', async () => {
+          await ml.testExecution.logTestStep('should open the Kibana app menu');
+          await ml.navigation.openKibanaNav();
+
+          await ml.testExecution.logTestStep('should not display the ML nav link');
+          await ml.navigation.assertKibanaNavMLEntryNotExists();
+        });
+
+        it('should not allow to access the Stack Management ML page', async () => {
+          await ml.testExecution.logTestStep(
+            'should load the stack management with the ML menu item being present'
+          );
+          await ml.navigation.navigateToStackManagement();
+
+          await ml.testExecution.logTestStep(
+            'should display the access denied page in stack management'
+          );
+          await ml.navigation.navigateToStackManagementJobsListPage({
+            expectAccessDenied: true,
+          });
+        });
+      });
+    }
+  });
+}
diff --git a/x-pack/test/functional/apps/ml/permissions/read_ml_access.ts b/x-pack/test/functional/apps/ml/permissions/read_ml_access.ts
new file mode 100644
index 0000000000000..a358e57f792c7
--- /dev/null
+++ b/x-pack/test/functional/apps/ml/permissions/read_ml_access.ts
@@ -0,0 +1,426 @@
+/*
+ * Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one
+ * or more contributor license agreements. Licensed under the Elastic License;
+ * you may not use this file except in compliance with the Elastic License.
+ */
+
+import path from 'path';
+
+import { FtrProviderContext } from '../../../ftr_provider_context';
+
+import { USER } from '../../../services/ml/security_common';
+
+export default function ({ getService }: FtrProviderContext) {
+  const esArchiver = getService('esArchiver');
+  const ml = getService('ml');
+
+  const testUsers = [USER.ML_VIEWER, USER.ML_VIEWER_SPACES];
+
+  describe('for user with read ML access', function () {
+    this.tags(['skipFirefox', 'mlqa']);
+
+    describe('with no data loaded', function () {
+      for (const user of testUsers) {
+        describe(`(${user})`, function () {
+          before(async () => {
+            await ml.securityUI.loginAs(user);
+            await ml.api.cleanMlIndices();
+          });
+
+          after(async () => {
+            await ml.securityUI.logout();
+          });
+
+          it('should not display the ML file data vis link on the Kibana home page', async () => {
+            await ml.testExecution.logTestStep('should load the Kibana home page');
+            await ml.navigation.navigateToKibanaHome();
+
+            await ml.testExecution.logTestStep('should not display the ML file data vis link');
+            await ml.commonUI.assertKibanaHomeFileDataVisLinkNotExists();
+          });
+
+          it('should display the ML entry in Kibana app menu', async () => {
+            await ml.testExecution.logTestStep('should open the Kibana app menu');
+            await ml.navigation.openKibanaNav();
+
+            await ml.testExecution.logTestStep('should display the ML nav link');
+            await ml.navigation.assertKibanaNavMLEntryExists();
+          });
+
+          it('should display elements on ML Overview page correctly', async () => {
+            await ml.testExecution.logTestStep('should load the ML overview page');
+            await ml.navigation.navigateToMl();
+            await ml.navigation.navigateToOverview();
+
+            await ml.testExecution.logTestStep('should display disabled AD create job button');
+            await ml.overviewPage.assertADCreateJobButtonExists();
+            await ml.overviewPage.assertADCreateJobButtonEnabled(false);
+
+            await ml.testExecution.logTestStep('should display disabled DFA create job button');
+            await ml.overviewPage.assertDFACreateJobButtonExists();
+            await ml.overviewPage.assertDFACreateJobButtonEnabled(false);
+          });
+        });
+      }
+    });
+
+    describe('with no data loaded', function () {
+      const adJobId = 'fq_single_permission';
+      const dfaJobId = 'iph_outlier_permission';
+      const calendarId = 'calendar_permission';
+      const eventDescription = 'calendar_event_permission';
+      const filterId = 'filter_permission';
+      const filterItems = ['filter_item_permission'];
+
+      const ecIndexPattern = 'ft_module_sample_ecommerce';
+      const ecExpectedTotalCount = 287;
+      const ecExpectedFieldPanelCount = 2;
+
+      const uploadFilePath = path.join(
+        __dirname,
+        '..',
+        'data_visualizer',
+        'files_to_import',
+        'artificial_server_log'
+      );
+      const expectedUploadFileTitle = 'artificial_server_log';
+
+      before(async () => {
+        await esArchiver.loadIfNeeded('ml/farequote');
+        await esArchiver.loadIfNeeded('ml/ihp_outlier');
+        await esArchiver.loadIfNeeded('ml/module_sample_ecommerce');
+        await ml.testResources.createIndexPatternIfNeeded('ft_farequote', '@timestamp');
+        await ml.testResources.createIndexPatternIfNeeded('ft_ihp_outlier', '@timestamp');
+        await ml.testResources.createIndexPatternIfNeeded(ecIndexPattern, 'order_date');
+        await ml.testResources.setKibanaTimeZoneToUTC();
+
+        await ml.api.createAndRunAnomalyDetectionLookbackJob(
+          ml.commonConfig.getADFqMultiMetricJobConfig(adJobId),
+          ml.commonConfig.getADFqDatafeedConfig(adJobId)
+        );
+
+        await ml.api.createAndRunDFAJob(
+          ml.commonConfig.getDFAIhpOutlierDetectionJobConfig(dfaJobId)
+        );
+
+        await ml.api.createCalendar(calendarId, {
+          calendar_id: calendarId,
+          job_ids: [],
+          description: 'Test calendar',
+        });
+        await ml.api.createCalendarEvents(calendarId, [
+          {
+            description: eventDescription,
+            start_time: 1513641600000,
+            end_time: 1513728000000,
+          },
+        ]);
+
+        await ml.api.createFilter(filterId, {
+          description: 'Test filter list',
+          items: filterItems,
+        });
+      });
+
+      after(async () => {
+        await ml.api.cleanMlIndices();
+        await ml.api.deleteIndices(`user-${dfaJobId}`);
+        await ml.api.deleteCalendar(calendarId);
+        await ml.api.deleteFilter(filterId);
+      });
+
+      for (const user of testUsers) {
+        describe(`(${user})`, function () {
+          before(async () => {
+            await ml.securityUI.loginAs(user);
+          });
+
+          after(async () => {
+            await ml.securityUI.logout();
+          });
+
+          it('should display elements on Anomaly Detection page correctly', async () => {
+            await ml.testExecution.logTestStep('should load the AD job management page');
+            await ml.navigation.navigateToMl();
+            await ml.navigation.navigateToAnomalyDetection();
+
+            await ml.testExecution.logTestStep('should display the stats bar and the AD job table');
+            await ml.jobManagement.assertJobStatsBarExists();
+            await ml.jobManagement.assertJobTableExists();
+
+            await ml.testExecution.logTestStep('should display a disabled "Create job" button');
+            await ml.jobManagement.assertCreateNewJobButtonExists();
+            await ml.jobManagement.assertCreateNewJobButtonEnabled(false);
+
+            await ml.testExecution.logTestStep('should display the AD job in the list');
+            await ml.jobTable.filterWithSearchString(adJobId, 1);
+
+            await ml.testExecution.logTestStep('should display enabled AD job result links');
+            await ml.jobTable.assertJobActionSingleMetricViewerButtonEnabled(adJobId, true);
+            await ml.jobTable.assertJobActionAnomalyExplorerButtonEnabled(adJobId, true);
+
+            await ml.testExecution.logTestStep('should display disabled AD job row action button');
+            await ml.jobTable.assertJobActionsMenuButtonEnabled(adJobId, false);
+
+            await ml.testExecution.logTestStep('should select the job');
+            await ml.jobTable.selectJobRow(adJobId);
+
+            await ml.testExecution.logTestStep('should display enabled multi select result links');
+            await ml.jobTable.assertMultiSelectActionSingleMetricViewerButtonEnabled(true);
+            await ml.jobTable.assertMultiSelectActionAnomalyExplorerButtonEnabled(true);
+
+            await ml.testExecution.logTestStep(
+              'should display disabled multi select action button'
+            );
+            await ml.jobTable.assertMultiSelectManagementActionsButtonEnabled(false);
+            await ml.jobTable.deselectJobRow(adJobId);
+          });
+
+          it('should display elements on Single Metric Viewer page correctly', async () => {
+            await ml.testExecution.logTestStep('should open AD job in the single metric viewer');
+            await ml.jobTable.clickOpenJobInSingleMetricViewerButton(adJobId);
+            await ml.commonUI.waitForMlLoadingIndicatorToDisappear();
+
+            await ml.testExecution.logTestStep('should pre-fill the AD job selection');
+            await ml.jobSelection.assertJobSelection([adJobId]);
+
+            await ml.testExecution.logTestStep('should pre-fill the detector input');
+            await ml.singleMetricViewer.assertDetectorInputExsist();
+            await ml.singleMetricViewer.assertDetectorInputValue('0');
+
+            await ml.testExecution.logTestStep('should input the airline entity value');
+            await ml.singleMetricViewer.assertEntityInputExsist('airline');
+            await ml.singleMetricViewer.assertEntityInputSelection('airline', []);
+            await ml.singleMetricViewer.selectEntityValue('airline', 'AAL');
+
+            await ml.testExecution.logTestStep('should display the chart');
+            await ml.singleMetricViewer.assertChartExsist();
+
+            await ml.testExecution.logTestStep('should display the annotations section');
+            await ml.singleMetricViewer.assertAnnotationsExists('loaded');
+
+            await ml.testExecution.logTestStep('should display the anomalies table with entries');
+            await ml.anomaliesTable.assertTableExists();
+            await ml.anomaliesTable.assertTableNotEmpty();
+
+            await ml.testExecution.logTestStep('should not display the anomaly row action button');
+            await ml.anomaliesTable.assertAnomalyActionsMenuButtonNotExists(0);
+
+            await ml.testExecution.logTestStep(
+              'should display the forecast modal with disabled run button'
+            );
+            await ml.singleMetricViewer.assertForecastButtonExists();
+            await ml.singleMetricViewer.assertForecastButtonEnabled(true);
+            await ml.singleMetricViewer.openForecastModal();
+            await ml.singleMetricViewer.assertForecastModalRunButtonEnabled(false);
+            await ml.singleMetricViewer.closeForecastModal();
+          });
+
+          it('should display elements on Anomaly Explorer page correctly', async () => {
+            await ml.testExecution.logTestStep('should open AD job in the anomaly explorer');
+            await ml.singleMetricViewer.openAnomalyExplorer();
+            await ml.commonUI.waitForMlLoadingIndicatorToDisappear();
+
+            await ml.testExecution.logTestStep('should pre-fill the AD job selection');
+            await ml.jobSelection.assertJobSelection([adJobId]);
+
+            await ml.testExecution.logTestStep('should display the influencers list');
+            await ml.anomalyExplorer.assertInfluencerListExists();
+            await ml.anomalyExplorer.assertInfluencerFieldListNotEmpty('airline');
+
+            await ml.testExecution.logTestStep('should display the swim lanes');
+            await ml.anomalyExplorer.assertOverallSwimlaneExists();
+            await ml.anomalyExplorer.assertSwimlaneViewByExists();
+
+            await ml.testExecution.logTestStep('should display the annotations panel');
+            await ml.anomalyExplorer.assertAnnotationsPanelExists('loaded');
+
+            await ml.testExecution.logTestStep('should display the anomalies table with entries');
+            await ml.anomaliesTable.assertTableExists();
+            await ml.anomaliesTable.assertTableNotEmpty();
+
+            await ml.testExecution.logTestStep('should display enabled anomaly row action button');
+            await ml.anomaliesTable.assertAnomalyActionsMenuButtonExists(0);
+            await ml.anomaliesTable.assertAnomalyActionsMenuButtonEnabled(0, true);
+
+            await ml.testExecution.logTestStep('should not display configure rules action button');
+            await ml.anomaliesTable.assertAnomalyActionConfigureRulesButtonNotExists(0);
+
+            await ml.testExecution.logTestStep('should display enabled view series action button');
+            await ml.anomaliesTable.assertAnomalyActionViewSeriesButtonEnabled(0, true);
+          });
+
+          it('should display elements on Data Frame Analytics page correctly', async () => {
+            await ml.testExecution.logTestStep('should load the DFA job management page');
+            await ml.navigation.navigateToDataFrameAnalytics();
+
+            await ml.testExecution.logTestStep(
+              'should display the stats bar and the analytics table'
+            );
+            await ml.dataFrameAnalytics.assertAnalyticsStatsBarExists();
+            await ml.dataFrameAnalytics.assertAnalyticsTableExists();
+
+            await ml.testExecution.logTestStep('should display a disabled "Create job" button');
+            await ml.dataFrameAnalytics.assertCreateNewAnalyticsButtonExists();
+            await ml.dataFrameAnalytics.assertCreateNewAnalyticsButtonEnabled(false);
+
+            await ml.testExecution.logTestStep('should display the DFA job in the list');
+            await ml.dataFrameAnalyticsTable.filterWithSearchString(dfaJobId, 1);
+
+            await ml.testExecution.logTestStep(
+              'should display enabled DFA job view and action menu'
+            );
+            await ml.dataFrameAnalyticsTable.assertJobRowViewButtonEnabled(dfaJobId, true);
+            await ml.dataFrameAnalyticsTable.assertJowRowActionsMenuButtonEnabled(dfaJobId, true);
+            await ml.dataFrameAnalyticsTable.assertJobActionViewButtonEnabled(dfaJobId, true);
+
+            await ml.testExecution.logTestStep(
+              'should display disabled DFA job row action buttons'
+            );
+            await ml.dataFrameAnalyticsTable.assertJobActionStartButtonEnabled(dfaJobId, false); // job already completed
+            await ml.dataFrameAnalyticsTable.assertJobActionEditButtonEnabled(dfaJobId, false);
+            await ml.dataFrameAnalyticsTable.assertJobActionCloneButtonEnabled(dfaJobId, false);
+            await ml.dataFrameAnalyticsTable.assertJobActionDeleteButtonEnabled(dfaJobId, false);
+            await ml.dataFrameAnalyticsTable.ensureJobActionsMenuClosed(dfaJobId);
+          });
+
+          it('should display elements on Data Frame Analytics results view page correctly', async () => {
+            await ml.testExecution.logTestStep('displays the results view for created job');
+            await ml.dataFrameAnalyticsTable.openResultsView(dfaJobId);
+            await ml.dataFrameAnalyticsResults.assertOutlierTablePanelExists();
+            await ml.dataFrameAnalyticsResults.assertResultsTableExists();
+            await ml.dataFrameAnalyticsResults.assertResultsTableNotEmpty();
+          });
+
+          it('should display elements on Data Visualizer home page correctly', async () => {
+            await ml.testExecution.logTestStep('should load the data visualizer page');
+            await ml.navigation.navigateToDataVisualizer();
+
+            await ml.testExecution.logTestStep(
+              'should display the "import data" card with enabled button'
+            );
+            await ml.dataVisualizer.assertDataVisualizerImportDataCardExists();
+            await ml.dataVisualizer.assertUploadFileButtonEnabled(true);
+
+            await ml.testExecution.logTestStep(
+              'should display the "select index pattern" card with enabled button'
+            );
+            await ml.dataVisualizer.assertDataVisualizerIndexDataCardExists();
+            await ml.dataVisualizer.assertSelectIndexButtonEnabled(true);
+          });
+
+          it('should display elements on Index Data Visualizer page correctly', async () => {
+            await ml.testExecution.logTestStep(
+              'should load an index into the data visualizer page'
+            );
+            await ml.dataVisualizer.navigateToIndexPatternSelection();
+            await ml.jobSourceSelection.selectSourceForIndexBasedDataVisualizer(ecIndexPattern);
+
+            await ml.testExecution.logTestStep('should display the time range step');
+            await ml.dataVisualizerIndexBased.assertTimeRangeSelectorSectionExists();
+
+            await ml.testExecution.logTestStep('should load data for full time range');
+            await ml.dataVisualizerIndexBased.clickUseFullDataButton(ecExpectedTotalCount);
+
+            await ml.testExecution.logTestStep('should display the panels of fields');
+            await ml.dataVisualizerIndexBased.assertFieldsPanelsExist(ecExpectedFieldPanelCount);
+
+            await ml.testExecution.logTestStep('should not display the actions panel');
+            await ml.dataVisualizerIndexBased.assertActionsPanelNotExists();
+          });
+
+          it('should display elements on File Data Visualizer page correctly', async () => {
+            await ml.testExecution.logTestStep(
+              'should load the file data visualizer file selection'
+            );
+            await ml.navigation.navigateToDataVisualizer();
+            await ml.dataVisualizer.navigateToFileUpload();
+
+            await ml.testExecution.logTestStep(
+              'should select a file and load visualizer result page'
+            );
+            await ml.dataVisualizerFileBased.selectFile(uploadFilePath);
+
+            await ml.testExecution.logTestStep(
+              'should displays components of the file details page'
+            );
+            await ml.dataVisualizerFileBased.assertFileTitle(expectedUploadFileTitle);
+            await ml.dataVisualizerFileBased.assertFileContentPanelExists();
+            await ml.dataVisualizerFileBased.assertSummaryPanelExists();
+            await ml.dataVisualizerFileBased.assertFileStatsPanelExists();
+            await ml.dataVisualizerFileBased.assertImportButtonEnabled(false);
+          });
+
+          it('should display elements on Settings home page correctly', async () => {
+            await ml.testExecution.logTestStep('should load the settings page');
+            await ml.navigation.navigateToSettings();
+
+            await ml.testExecution.logTestStep(
+              'should display enabled calendar management and disabled calendar create links'
+            );
+            await ml.settings.assertManageCalendarsLinkExists();
+            await ml.settings.assertManageCalendarsLinkEnabled(true);
+            await ml.settings.assertCreateCalendarLinkExists();
+            await ml.settings.assertCreateCalendarLinkEnabled(false);
+
+            await ml.testExecution.logTestStep('should display disabled filter list controls');
+            await ml.settings.assertManageFilterListsLinkExists();
+            await ml.settings.assertManageFilterListsLinkEnabled(false);
+            await ml.settings.assertCreateFilterListLinkExists();
+            await ml.settings.assertCreateFilterListLinkEnabled(false);
+          });
+
+          it('should display elements on Calendar management page correctly', async () => {
+            await ml.testExecution.logTestStep('should load the calendar management page');
+            await ml.settings.navigateToCalendarManagement();
+
+            await ml.testExecution.logTestStep('should display disabled create calendar button');
+            await ml.settingsCalendar.assertCreateCalendarButtonEnabled(false);
+
+            await ml.testExecution.logTestStep('should display the calendar in the list');
+            await ml.settingsCalendar.filterWithSearchString(calendarId, 1);
+
+            await ml.testExecution.logTestStep(
+              'should not enable delete calendar button on selection'
+            );
+            await ml.settingsCalendar.assertDeleteCalendarButtonEnabled(false);
+            await ml.settingsCalendar.selectCalendarRow(calendarId);
+            await ml.settingsCalendar.assertDeleteCalendarButtonEnabled(false);
+
+            await ml.testExecution.logTestStep('should load the calendar edit page');
+            await ml.settingsCalendar.openCalendarEditForm(calendarId);
+
+            await ml.testExecution.logTestStep(
+              'should display disabled elements of the edit calendar page'
+            );
+            await ml.settingsCalendar.assertApplyToAllJobsSwitchEnabled(false);
+            await ml.settingsCalendar.assertJobSelectionEnabled(false);
+            await ml.settingsCalendar.assertJobGroupSelectionEnabled(false);
+            await ml.settingsCalendar.assertNewEventButtonEnabled(false);
+            await ml.settingsCalendar.assertImportEventsButtonEnabled(false);
+
+            await ml.testExecution.logTestStep('should display the event in the list');
+            await ml.settingsCalendar.assertEventRowExists(eventDescription);
+
+            await ml.testExecution.logTestStep('should display enabled delete event button');
+            await ml.settingsCalendar.assertDeleteEventButtonEnabled(eventDescription, false);
+          });
+
+          it('should display elements on Stack Management ML page correctly', async () => {
+            await ml.testExecution.logTestStep(
+              'should load the stack management with the ML menu item being present'
+            );
+            await ml.navigation.navigateToStackManagement();
+
+            await ml.testExecution.logTestStep(
+              'should display the access denied page in stack management'
+            );
+            await ml.navigation.navigateToStackManagementJobsListPage({
+              expectAccessDenied: true,
+            });
+          });
+        });
+      }
+    });
+  });
+}
diff --git a/x-pack/test/functional/apps/transform/cloning.ts b/x-pack/test/functional/apps/transform/cloning.ts
index d5c972cb8bd1f..b6ccd68bb2096 100644
--- a/x-pack/test/functional/apps/transform/cloning.ts
+++ b/x-pack/test/functional/apps/transform/cloning.ts
@@ -3,7 +3,6 @@
  * or more contributor license agreements. Licensed under the Elastic License;
  * you may not use this file except in compliance with the Elastic License.
  */
-import expect from '@kbn/expect';
 
 import { FtrProviderContext } from '../../ftr_provider_context';
 import { TransformPivotConfig } from '../../../../plugins/transform/public/app/common';
@@ -99,9 +98,7 @@ export default function ({ getService }: FtrProviderContext) {
             'should display the original transform in the transform list'
           );
           await transform.table.refreshTransformList();
-          await transform.table.filterWithSearchString(transformConfig.id);
-          const rows = await transform.table.parseTransformTable();
-          expect(rows.filter((row) => row.id === transformConfig.id)).to.have.length(1);
+          await transform.table.filterWithSearchString(transformConfig.id, 1);
 
           await transform.testExecution.logTestStep('should show the actions popover');
           await transform.table.assertTransformRowActions(false);
@@ -212,9 +209,7 @@ export default function ({ getService }: FtrProviderContext) {
             'should display the created transform in the transform list'
           );
           await transform.table.refreshTransformList();
-          await transform.table.filterWithSearchString(testData.transformId);
-          const rows = await transform.table.parseTransformTable();
-          expect(rows.filter((row) => row.id === testData.transformId)).to.have.length(1);
+          await transform.table.filterWithSearchString(testData.transformId, 1);
         });
       });
     }
diff --git a/x-pack/test/functional/apps/transform/creation_index_pattern.ts b/x-pack/test/functional/apps/transform/creation_index_pattern.ts
index daecc26186ac1..4e2b832838b7d 100644
--- a/x-pack/test/functional/apps/transform/creation_index_pattern.ts
+++ b/x-pack/test/functional/apps/transform/creation_index_pattern.ts
@@ -3,7 +3,6 @@
  * or more contributor license agreements. Licensed under the Elastic License;
  * you may not use this file except in compliance with the Elastic License.
  */
-import expect from '@kbn/expect';
 
 import { FtrProviderContext } from '../../ftr_provider_context';
 
@@ -402,9 +401,7 @@ export default function ({ getService }: FtrProviderContext) {
             'displays the created transform in the transform list'
           );
           await transform.table.refreshTransformList();
-          await transform.table.filterWithSearchString(testData.transformId);
-          const rows = await transform.table.parseTransformTable();
-          expect(rows.filter((row) => row.id === testData.transformId)).to.have.length(1);
+          await transform.table.filterWithSearchString(testData.transformId, 1);
 
           await transform.testExecution.logTestStep(
             'transform creation displays details for the created transform in the transform list'
diff --git a/x-pack/test/functional/apps/transform/creation_saved_search.ts b/x-pack/test/functional/apps/transform/creation_saved_search.ts
index d3cbc1159a9c7..229ff97782362 100644
--- a/x-pack/test/functional/apps/transform/creation_saved_search.ts
+++ b/x-pack/test/functional/apps/transform/creation_saved_search.ts
@@ -3,7 +3,6 @@
  * or more contributor license agreements. Licensed under the Elastic License;
  * you may not use this file except in compliance with the Elastic License.
  */
-import expect from '@kbn/expect';
 
 import { FtrProviderContext } from '../../ftr_provider_context';
 
@@ -208,9 +207,7 @@ export default function ({ getService }: FtrProviderContext) {
             'displays the created transform in the transform list'
           );
           await transform.table.refreshTransformList();
-          await transform.table.filterWithSearchString(testData.transformId);
-          const rows = await transform.table.parseTransformTable();
-          expect(rows.filter((row) => row.id === testData.transformId)).to.have.length(1);
+          await transform.table.filterWithSearchString(testData.transformId, 1);
 
           await transform.testExecution.logTestStep(
             'transform creation displays details for the created transform in the transform list'
diff --git a/x-pack/test/functional/apps/transform/editing.ts b/x-pack/test/functional/apps/transform/editing.ts
index 5582d279833e7..460e7c5b24a98 100644
--- a/x-pack/test/functional/apps/transform/editing.ts
+++ b/x-pack/test/functional/apps/transform/editing.ts
@@ -3,7 +3,6 @@
  * or more contributor license agreements. Licensed under the Elastic License;
  * you may not use this file except in compliance with the Elastic License.
  */
-import expect from '@kbn/expect';
 
 import { FtrProviderContext } from '../../ftr_provider_context';
 import { TransformPivotConfig } from '../../../../plugins/transform/public/app/common';
@@ -73,9 +72,7 @@ export default function ({ getService }: FtrProviderContext) {
           'should display the original transform in the transform list'
         );
         await transform.table.refreshTransformList();
-        await transform.table.filterWithSearchString(transformConfig.id);
-        const rows = await transform.table.parseTransformTable();
-        expect(rows.filter((row) => row.id === transformConfig.id)).to.have.length(1);
+        await transform.table.filterWithSearchString(transformConfig.id, 1);
 
         await transform.testExecution.logTestStep('should show the actions popover');
         await transform.table.assertTransformRowActions(false);
@@ -127,9 +124,7 @@ export default function ({ getService }: FtrProviderContext) {
           'should display the updated transform in the transform list'
         );
         await transform.table.refreshTransformList();
-        await transform.table.filterWithSearchString(transformConfig.id);
-        const rows = await transform.table.parseTransformTable();
-        expect(rows.filter((row) => row.id === transformConfig.id)).to.have.length(1);
+        await transform.table.filterWithSearchString(transformConfig.id, 1);
 
         await transform.testExecution.logTestStep(
           'should display the updated transform in the transform list row cells'
diff --git a/x-pack/test/functional/apps/transform/index.ts b/x-pack/test/functional/apps/transform/index.ts
index 6dd22a1f4a204..a01f3fa5d53a5 100644
--- a/x-pack/test/functional/apps/transform/index.ts
+++ b/x-pack/test/functional/apps/transform/index.ts
@@ -5,10 +5,9 @@
  */
 import { FtrProviderContext } from '../../ftr_provider_context';
 
-export default function ({ getService, loadTestFile, getPageObjects }: FtrProviderContext) {
+export default function ({ getService, loadTestFile }: FtrProviderContext) {
   const esArchiver = getService('esArchiver');
   const transform = getService('transform');
-  const PageObjects = getPageObjects(['security']);
 
   describe('transform', function () {
     this.tags(['ciGroup9', 'transform']);
@@ -31,7 +30,7 @@ export default function ({ getService, loadTestFile, getPageObjects }: FtrProvid
       await esArchiver.unload('ml/ecommerce');
 
       await transform.testResources.resetKibanaTimeZone();
-      await PageObjects.security.logout();
+      await transform.securityUI.logout();
     });
 
     loadTestFile(require.resolve('./creation_index_pattern'));
diff --git a/x-pack/test/functional/services/ml/anomalies_table.ts b/x-pack/test/functional/services/ml/anomalies_table.ts
index 26af97d008feb..0231d941fb85f 100644
--- a/x-pack/test/functional/services/ml/anomalies_table.ts
+++ b/x-pack/test/functional/services/ml/anomalies_table.ts
@@ -3,11 +3,13 @@
  * or more contributor license agreements. Licensed under the Elastic License;
  * you may not use this file except in compliance with the Elastic License.
  */
+
 import expect from '@kbn/expect';
 
 import { FtrProviderContext } from '../../ftr_provider_context';
 
 export function MachineLearningAnomaliesTableProvider({ getService }: FtrProviderContext) {
+  const retry = getService('retry');
   const testSubjects = getService('testSubjects');
 
   return {
@@ -15,12 +17,97 @@ export function MachineLearningAnomaliesTableProvider({ getService }: FtrProvide
       await testSubjects.existOrFail('mlAnomaliesTable');
     },
 
+    async getTableRows() {
+      return await testSubjects.findAll('mlAnomaliesTable > ~mlAnomaliesListRow');
+    },
+
+    async getRowSubjByRowIndex(rowIndex: number) {
+      const tableRows = await this.getTableRows();
+      expect(tableRows.length).to.be.greaterThan(
+        rowIndex,
+        `Expected anomalies table to have at least ${rowIndex + 1} rows (got ${
+          tableRows.length
+        } rows)`
+      );
+      const row = tableRows[rowIndex];
+      const rowSubj = await row.getAttribute('data-test-subj');
+
+      return rowSubj;
+    },
+
     async assertTableNotEmpty() {
-      const tableRows = await testSubjects.findAll('mlAnomaliesTable > ~mlAnomaliesListRow');
+      const tableRows = await this.getTableRows();
       expect(tableRows.length).to.be.greaterThan(
         0,
         `Anomalies table should have at least one row (got '${tableRows.length}')`
       );
     },
+
+    async assertAnomalyActionsMenuButtonExists(rowIndex: number) {
+      const rowSubj = await this.getRowSubjByRowIndex(rowIndex);
+      await testSubjects.existOrFail(`${rowSubj} > mlAnomaliesListRowActionsButton`);
+    },
+
+    async assertAnomalyActionsMenuButtonNotExists(rowIndex: number) {
+      const rowSubj = await this.getRowSubjByRowIndex(rowIndex);
+      await testSubjects.missingOrFail(`${rowSubj} > mlAnomaliesListRowActionsButton`);
+    },
+
+    async assertAnomalyActionsMenuButtonEnabled(rowIndex: number, expectedValue: boolean) {
+      const rowSubj = await this.getRowSubjByRowIndex(rowIndex);
+      const isEnabled = await testSubjects.isEnabled(
+        `${rowSubj} > mlAnomaliesListRowActionsButton`
+      );
+      expect(isEnabled).to.eql(
+        expectedValue,
+        `Expected actions menu button for anomalies list entry  #${rowIndex} to be '${
+          expectedValue ? 'enabled' : 'disabled'
+        }' (got '${isEnabled ? 'enabled' : 'disabled'}')`
+      );
+    },
+
+    async ensureAnomalyActionsMenuOpen(rowIndex: number) {
+      await retry.tryForTime(30 * 1000, async () => {
+        const rowSubj = await this.getRowSubjByRowIndex(rowIndex);
+        if (!(await testSubjects.exists('mlAnomaliesListRowActionsMenu'))) {
+          await testSubjects.click(`${rowSubj} > mlAnomaliesListRowActionsButton`);
+          await testSubjects.existOrFail('mlAnomaliesListRowActionsMenu', { timeout: 5000 });
+        }
+      });
+    },
+
+    async assertAnomalyActionConfigureRulesButtonExists(rowIndex: number) {
+      await this.ensureAnomalyActionsMenuOpen(rowIndex);
+      await testSubjects.existOrFail('mlAnomaliesListRowActionConfigureRulesButton');
+    },
+
+    async assertAnomalyActionConfigureRulesButtonNotExists(rowIndex: number) {
+      await this.ensureAnomalyActionsMenuOpen(rowIndex);
+      await testSubjects.missingOrFail('mlAnomaliesListRowActionConfigureRulesButton');
+    },
+
+    async assertAnomalyActionConfigureRulesButtonEnabled(rowIndex: number, expectedValue: boolean) {
+      await this.ensureAnomalyActionsMenuOpen(rowIndex);
+      const isEnabled = await testSubjects.isEnabled(
+        'mlAnomaliesListRowActionConfigureRulesButton'
+      );
+      expect(isEnabled).to.eql(
+        expectedValue,
+        `Expected "configure rules" action button for anomalies list entry  #${rowIndex} to be '${
+          expectedValue ? 'enabled' : 'disabled'
+        }' (got '${isEnabled ? 'enabled' : 'disabled'}')`
+      );
+    },
+
+    async assertAnomalyActionViewSeriesButtonEnabled(rowIndex: number, expectedValue: boolean) {
+      await this.ensureAnomalyActionsMenuOpen(rowIndex);
+      const isEnabled = await testSubjects.isEnabled('mlAnomaliesListRowActionViewSeriesButton');
+      expect(isEnabled).to.eql(
+        expectedValue,
+        `Expected "view series" action button for anomalies list entry  #${rowIndex} to be '${
+          expectedValue ? 'enabled' : 'disabled'
+        }' (got '${isEnabled ? 'enabled' : 'disabled'}')`
+      );
+    },
   };
 }
diff --git a/x-pack/test/functional/services/ml/api.ts b/x-pack/test/functional/services/ml/api.ts
index 401a96c5c11bd..5c9718539f47b 100644
--- a/x-pack/test/functional/services/ml/api.ts
+++ b/x-pack/test/functional/services/ml/api.ts
@@ -11,7 +11,7 @@ import { Annotation } from '../../../../plugins/ml/common/types/annotations';
 import { DataFrameAnalyticsConfig } from '../../../../plugins/ml/public/application/data_frame_analytics/common';
 import { FtrProviderContext } from '../../ftr_provider_context';
 import { DATAFEED_STATE, JOB_STATE } from '../../../../plugins/ml/common/constants/states';
-import { DATA_FRAME_TASK_STATE } from '../../../../plugins/ml/public/application/data_frame_analytics/pages/analytics_management/components/analytics_list/common';
+import { DATA_FRAME_TASK_STATE } from '../../../../plugins/ml/public/application/data_frame_analytics/pages/analytics_management/components/analytics_list/data_frame_task_state';
 import { Datafeed, Job } from '../../../../plugins/ml/common/types/anomaly_detection_jobs';
 export type MlApi = ProvidedType<typeof MachineLearningAPIProvider>;
 import {
@@ -722,5 +722,25 @@ export function MachineLearningAPIProvider({ getService }: FtrProviderContext) {
         }
       });
     },
+
+    async runDFAJob(dfaId: string) {
+      log.debug(`Starting data frame analytics job '${dfaId}'...`);
+      const startResponse = await esSupertest
+        .post(`/_ml/data_frame/analytics/${dfaId}/_start`)
+        .set({ 'Content-Type': 'application/json' })
+        .expect(200)
+        .then((res: any) => res.body);
+
+      expect(startResponse)
+        .to.have.property('acknowledged')
+        .eql(true, 'Response for start data frame analytics job request should be acknowledged');
+    },
+
+    async createAndRunDFAJob(dfaConfig: DataFrameAnalyticsConfig) {
+      await this.createDataFrameAnalyticsJob(dfaConfig);
+      await this.runDFAJob(dfaConfig.id);
+      await this.waitForDFAJobTrainingRecordCountToBePositive(dfaConfig.id);
+      await this.waitForAnalyticsState(dfaConfig.id, DATA_FRAME_TASK_STATE.STOPPED);
+    },
   };
 }
diff --git a/x-pack/test/functional/services/ml/common_config.ts b/x-pack/test/functional/services/ml/common_config.ts
new file mode 100644
index 0000000000000..74538145135bc
--- /dev/null
+++ b/x-pack/test/functional/services/ml/common_config.ts
@@ -0,0 +1,112 @@
+/*
+ * Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one
+ * or more contributor license agreements. Licensed under the Elastic License;
+ * you may not use this file except in compliance with the Elastic License.
+ */
+
+import { DeepPartial } from '../../../../plugins/ml/common/types/common';
+
+import { FtrProviderContext } from '../../ftr_provider_context';
+
+import { Job, Datafeed } from '../../../../plugins/ml/common/types/anomaly_detection_jobs';
+import { DataFrameAnalyticsConfig } from '../../../../plugins/ml/public/application/data_frame_analytics/common';
+
+const FQ_SM_JOB_CONFIG: Job = {
+  job_id: ``,
+  description: 'mean(responsetime) on farequote dataset with 15m bucket span',
+  groups: ['farequote', 'automated', 'single-metric'],
+  analysis_config: {
+    bucket_span: '15m',
+    influencers: [],
+    detectors: [
+      {
+        function: 'mean',
+        field_name: 'responsetime',
+      },
+    ],
+  },
+  data_description: { time_field: '@timestamp' },
+  analysis_limits: { model_memory_limit: '10mb' },
+  model_plot_config: { enabled: true },
+};
+
+const FQ_MM_JOB_CONFIG: Job = {
+  job_id: `fq_multi_1_ae`,
+  description:
+    'mean/min/max(responsetime) partition=airline on farequote dataset with 1h bucket span',
+  groups: ['farequote', 'automated', 'multi-metric'],
+  analysis_config: {
+    bucket_span: '1h',
+    influencers: ['airline'],
+    detectors: [
+      { function: 'mean', field_name: 'responsetime', partition_field_name: 'airline' },
+      { function: 'min', field_name: 'responsetime', partition_field_name: 'airline' },
+      { function: 'max', field_name: 'responsetime', partition_field_name: 'airline' },
+    ],
+  },
+  data_description: { time_field: '@timestamp' },
+  analysis_limits: { model_memory_limit: '20mb' },
+  model_plot_config: { enabled: true },
+};
+
+const FQ_DATAFEED_CONFIG: Datafeed = {
+  datafeed_id: '',
+  indices: ['ft_farequote'],
+  job_id: '',
+  query: { bool: { must: [{ match_all: {} }] } },
+};
+
+const IHP_OUTLIER_DETECTION_CONFIG: DeepPartial<DataFrameAnalyticsConfig> = {
+  id: '',
+  description: 'Outlier detection job based on the Iowa house prices dataset',
+  source: {
+    index: ['ft_ihp_outlier'],
+    query: {
+      match_all: {},
+    },
+  },
+  dest: {
+    index: '',
+    results_field: 'ml',
+  },
+  analysis: {
+    outlier_detection: {},
+  },
+  analyzed_fields: {
+    includes: [],
+    excludes: [],
+  },
+  model_memory_limit: '5mb',
+};
+
+export function MachineLearningCommonConfigsProvider({}: FtrProviderContext) {
+  return {
+    getADFqSingleMetricJobConfig(jobId: string): Job {
+      const jobConfig = { ...FQ_SM_JOB_CONFIG, job_id: jobId };
+      return jobConfig;
+    },
+
+    getADFqMultiMetricJobConfig(jobId: string): Job {
+      const jobConfig = { ...FQ_MM_JOB_CONFIG, job_id: jobId };
+      return jobConfig;
+    },
+
+    getADFqDatafeedConfig(jobId: string): Datafeed {
+      const datafeedConfig = {
+        ...FQ_DATAFEED_CONFIG,
+        datafeed_id: `datafeed-${jobId}`,
+        job_id: jobId,
+      };
+      return datafeedConfig;
+    },
+
+    getDFAIhpOutlierDetectionJobConfig(dfaId: string): DataFrameAnalyticsConfig {
+      const dfaConfig = {
+        ...IHP_OUTLIER_DETECTION_CONFIG,
+        id: dfaId,
+        dest: { ...IHP_OUTLIER_DETECTION_CONFIG.dest, index: `user-${dfaId}` },
+      };
+      return dfaConfig as DataFrameAnalyticsConfig;
+    },
+  };
+}
diff --git a/x-pack/test/functional/services/ml/common_ui.ts b/x-pack/test/functional/services/ml/common_ui.ts
index b66fd7087654d..319dc54fa6421 100644
--- a/x-pack/test/functional/services/ml/common_ui.ts
+++ b/x-pack/test/functional/services/ml/common_ui.ts
@@ -78,5 +78,13 @@ export function MachineLearningCommonUIProvider({ getService }: FtrProviderConte
         await testSubjects.missingOrFail('mlLoadingIndicator');
       });
     },
+
+    async assertKibanaHomeFileDataVisLinkExists() {
+      await testSubjects.existOrFail('homeSynopsisLinkml_file_data_visualizer');
+    },
+
+    async assertKibanaHomeFileDataVisLinkNotExists() {
+      await testSubjects.missingOrFail('homeSynopsisLinkml_file_data_visualizer');
+    },
   };
 }
diff --git a/x-pack/test/functional/services/ml/data_frame_analytics.ts b/x-pack/test/functional/services/ml/data_frame_analytics.ts
index 634b0d4d41fca..670e16ce4af94 100644
--- a/x-pack/test/functional/services/ml/data_frame_analytics.ts
+++ b/x-pack/test/functional/services/ml/data_frame_analytics.ts
@@ -4,6 +4,8 @@
  * you may not use this file except in compliance with the Elastic License.
  */
 
+import expect from '@kbn/expect';
+
 import { FtrProviderContext } from '../../ftr_provider_context';
 import { MlApi } from './api';
 
@@ -32,29 +34,14 @@ export function MachineLearningDataFrameAnalyticsProvider(
       await testSubjects.existOrFail('mlAnalyticsButtonCreate');
     },
 
-    async assertRegressionEvaluatePanelElementsExists() {
-      await testSubjects.existOrFail('mlDFAnalyticsRegressionExplorationEvaluatePanel');
-      await testSubjects.existOrFail('mlDFAnalyticsRegressionGenMSEstat');
-      await testSubjects.existOrFail('mlDFAnalyticsRegressionGenRSquaredStat');
-      await testSubjects.existOrFail('mlDFAnalyticsRegressionTrainingMSEstat');
-      await testSubjects.existOrFail('mlDFAnalyticsRegressionTrainingRSquaredStat');
-    },
-
-    async assertRegressionTablePanelExists() {
-      await testSubjects.existOrFail('mlDFAnalyticsExplorationTablePanel');
-    },
-
-    async assertClassificationEvaluatePanelElementsExists() {
-      await testSubjects.existOrFail('mlDFAnalyticsClassificationExplorationEvaluatePanel');
-      await testSubjects.existOrFail('mlDFAnalyticsClassificationExplorationConfusionMatrix');
-    },
-
-    async assertClassificationTablePanelExists() {
-      await testSubjects.existOrFail('mlDFAnalyticsExplorationTablePanel');
-    },
-
-    async assertOutlierTablePanelExists() {
-      await testSubjects.existOrFail('mlDFAnalyticsOutlierExplorationTablePanel');
+    async assertCreateNewAnalyticsButtonEnabled(expectedValue: boolean) {
+      const isEnabled = await testSubjects.isEnabled('mlAnalyticsButtonCreate');
+      expect(isEnabled).to.eql(
+        expectedValue,
+        `Expected data frame analytics "create" button to be '${
+          expectedValue ? 'enabled' : 'disabled'
+        }' (got '${isEnabled ? 'enabled' : 'disabled'}')`
+      );
     },
 
     async assertAnalyticsStatsBarExists() {
diff --git a/x-pack/test/functional/services/ml/data_frame_analytics_results.ts b/x-pack/test/functional/services/ml/data_frame_analytics_results.ts
new file mode 100644
index 0000000000000..b6a6ff8eb6c63
--- /dev/null
+++ b/x-pack/test/functional/services/ml/data_frame_analytics_results.ts
@@ -0,0 +1,58 @@
+/*
+ * Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one
+ * or more contributor license agreements. Licensed under the Elastic License;
+ * you may not use this file except in compliance with the Elastic License.
+ */
+
+import expect from '@kbn/expect';
+
+import { FtrProviderContext } from '../../ftr_provider_context';
+
+export function MachineLearningDataFrameAnalyticsResultsProvider({
+  getService,
+}: FtrProviderContext) {
+  const testSubjects = getService('testSubjects');
+
+  return {
+    async assertRegressionEvaluatePanelElementsExists() {
+      await testSubjects.existOrFail('mlDFAnalyticsRegressionExplorationEvaluatePanel');
+      await testSubjects.existOrFail('mlDFAnalyticsRegressionGenMSEstat');
+      await testSubjects.existOrFail('mlDFAnalyticsRegressionGenRSquaredStat');
+      await testSubjects.existOrFail('mlDFAnalyticsRegressionTrainingMSEstat');
+      await testSubjects.existOrFail('mlDFAnalyticsRegressionTrainingRSquaredStat');
+    },
+
+    async assertRegressionTablePanelExists() {
+      await testSubjects.existOrFail('mlDFAnalyticsExplorationTablePanel');
+    },
+
+    async assertClassificationEvaluatePanelElementsExists() {
+      await testSubjects.existOrFail('mlDFAnalyticsClassificationExplorationEvaluatePanel');
+      await testSubjects.existOrFail('mlDFAnalyticsClassificationExplorationConfusionMatrix');
+    },
+
+    async assertClassificationTablePanelExists() {
+      await testSubjects.existOrFail('mlDFAnalyticsExplorationTablePanel');
+    },
+
+    async assertOutlierTablePanelExists() {
+      await testSubjects.existOrFail('mlDFAnalyticsOutlierExplorationTablePanel');
+    },
+
+    async assertResultsTableExists() {
+      await testSubjects.existOrFail('mlExplorationDataGrid loaded', { timeout: 5000 });
+    },
+
+    async getResultTableRows() {
+      return await testSubjects.findAll('mlExplorationDataGrid loaded > dataGridRow');
+    },
+
+    async assertResultsTableNotEmpty() {
+      const resultTableRows = await this.getResultTableRows();
+      expect(resultTableRows.length).to.be.greaterThan(
+        0,
+        `DFA results table should have at least one row (got '${resultTableRows.length}')`
+      );
+    },
+  };
+}
diff --git a/x-pack/test/functional/services/ml/data_frame_analytics_table.ts b/x-pack/test/functional/services/ml/data_frame_analytics_table.ts
index 608a1f2bee3e1..cd2f26f3a660d 100644
--- a/x-pack/test/functional/services/ml/data_frame_analytics_table.ts
+++ b/x-pack/test/functional/services/ml/data_frame_analytics_table.ts
@@ -9,8 +9,9 @@ import { WebElementWrapper } from 'test/functional/services/lib/web_element_wrap
 import { FtrProviderContext } from '../../ftr_provider_context';
 
 export function MachineLearningDataFrameAnalyticsTableProvider({ getService }: FtrProviderContext) {
-  const testSubjects = getService('testSubjects');
   const find = getService('find');
+  const retry = getService('retry');
+  const testSubjects = getService('testSubjects');
 
   return new (class AnalyticsTable {
     public async parseAnalyticsTable() {
@@ -62,6 +63,11 @@ export function MachineLearningDataFrameAnalyticsTableProvider({ getService }: F
       return rows;
     }
 
+    public rowSelector(analyticsId: string, subSelector?: string) {
+      const row = `~mlAnalyticsTable > ~row-${analyticsId}`;
+      return !subSelector ? row : `${row} > ${subSelector}`;
+    }
+
     public async waitForRefreshButtonLoaded() {
       await testSubjects.existOrFail('~mlAnalyticsRefreshListButton', { timeout: 10 * 1000 });
       await testSubjects.existOrFail('mlAnalyticsRefreshListButton loaded', { timeout: 30 * 1000 });
@@ -84,17 +90,29 @@ export function MachineLearningDataFrameAnalyticsTableProvider({ getService }: F
       return await tableListContainer.findByClassName('euiFieldSearch');
     }
 
-    async assertJobViewButtonExists() {
-      await testSubjects.existOrFail('mlAnalyticsJobViewButton');
+    public async assertJobRowViewButtonExists(analyticsId: string) {
+      await testSubjects.existOrFail(this.rowSelector(analyticsId, 'mlAnalyticsJobViewButton'));
     }
 
-    public async openEditFlyout(analyticsId: string) {
-      await this.openRowActions(analyticsId);
-      await testSubjects.click('mlAnalyticsJobEditButton');
-      await testSubjects.existOrFail('mlAnalyticsEditFlyout', { timeout: 5000 });
+    public async assertJobRowViewButtonEnabled(analyticsId: string, expectedValue: boolean) {
+      const isEnabled = await testSubjects.isEnabled(
+        this.rowSelector(analyticsId, 'mlAnalyticsJobViewButton')
+      );
+      expect(isEnabled).to.eql(
+        expectedValue,
+        `Expected data frame analytics row "view results" button for job '${analyticsId}' to be '${
+          expectedValue ? 'enabled' : 'disabled'
+        }' (got '${isEnabled ? 'enabled' : 'disabled'}')`
+      );
+    }
+
+    public async openResultsView(analyticsId: string) {
+      await this.assertJobRowViewButtonExists(analyticsId);
+      await testSubjects.click(this.rowSelector(analyticsId, 'mlAnalyticsJobViewButton'));
+      await testSubjects.existOrFail('mlPageDataFrameAnalyticsExploration', { timeout: 20 * 1000 });
     }
 
-    async assertAnalyticsSearchInputValue(expectedSearchValue: string) {
+    public async assertAnalyticsSearchInputValue(expectedSearchValue: string) {
       const searchBarInput = await this.getAnalyticsSearchInput();
       const actualSearchValue = await searchBarInput.getAttribute('value');
       expect(actualSearchValue).to.eql(
@@ -103,18 +121,19 @@ export function MachineLearningDataFrameAnalyticsTableProvider({ getService }: F
       );
     }
 
-    public async openResultsView() {
-      await this.assertJobViewButtonExists();
-      await testSubjects.click('mlAnalyticsJobViewButton');
-      await testSubjects.existOrFail('mlPageDataFrameAnalyticsExploration', { timeout: 20 * 1000 });
-    }
-
-    public async filterWithSearchString(filter: string) {
+    public async filterWithSearchString(filter: string, expectedRowCount: number = 1) {
       await this.waitForAnalyticsToLoad();
       const searchBarInput = await this.getAnalyticsSearchInput();
       await searchBarInput.clearValueWithKeyboard();
       await searchBarInput.type(filter);
       await this.assertAnalyticsSearchInputValue(filter);
+
+      const rows = await this.parseAnalyticsTable();
+      const filteredRows = rows.filter((row) => row.id === filter);
+      expect(filteredRows).to.have.length(
+        expectedRowCount,
+        `Filtered DFA job table should have ${expectedRowCount} row(s) for filter '${filter}' (got matching items '${filteredRows}')`
+      );
     }
 
     public async assertAnalyticsRowFields(analyticsId: string, expectedRow: object) {
@@ -129,15 +148,102 @@ export function MachineLearningDataFrameAnalyticsTableProvider({ getService }: F
       );
     }
 
-    public async openRowActions(analyticsId: string) {
-      await find.clickByCssSelector(
-        `[data-test-subj="mlAnalyticsTableRow row-${analyticsId}"] [data-test-subj=euiCollapsedItemActionsButton]`
+    public async assertJowRowActionsMenuButtonEnabled(analyticsId: string, expectedValue: boolean) {
+      const isEnabled = await testSubjects.isEnabled(
+        this.rowSelector(analyticsId, 'euiCollapsedItemActionsButton')
+      );
+      expect(isEnabled).to.eql(
+        expectedValue,
+        `Expected row action menu button for DFA job '${analyticsId}' to be '${
+          expectedValue ? 'enabled' : 'disabled'
+        }' (got '${isEnabled ? 'enabled' : 'disabled'}')`
+      );
+    }
+
+    public async ensureJobActionsMenuOpen(analyticsId: string) {
+      await retry.tryForTime(30 * 1000, async () => {
+        if (!(await testSubjects.exists('mlAnalyticsJobDeleteButton'))) {
+          await testSubjects.click(this.rowSelector(analyticsId, 'euiCollapsedItemActionsButton'));
+          await testSubjects.existOrFail('mlAnalyticsJobDeleteButton', { timeout: 5000 });
+        }
+      });
+    }
+
+    public async ensureJobActionsMenuClosed(analyticsId: string) {
+      await retry.tryForTime(30 * 1000, async () => {
+        if (await testSubjects.exists('mlAnalyticsJobDeleteButton')) {
+          await testSubjects.click(this.rowSelector(analyticsId, 'euiCollapsedItemActionsButton'));
+          await testSubjects.missingOrFail('mlAnalyticsJobDeleteButton', { timeout: 5000 });
+        }
+      });
+    }
+
+    public async assertJobActionViewButtonEnabled(analyticsId: string, expectedValue: boolean) {
+      await this.ensureJobActionsMenuOpen(analyticsId);
+      const actionMenuViewButton = await find.byCssSelector(
+        '[data-test-subj="mlAnalyticsJobViewButton"][class="euiContextMenuItem"]'
+      );
+      const isEnabled = await actionMenuViewButton.isEnabled();
+      expect(isEnabled).to.eql(
+        expectedValue,
+        `Expected "view" action menu button for DFA job '${analyticsId}' to be '${
+          expectedValue ? 'enabled' : 'disabled'
+        }' (got '${isEnabled ? 'enabled' : 'disabled'}')`
+      );
+    }
+
+    public async assertJobActionStartButtonEnabled(analyticsId: string, expectedValue: boolean) {
+      await this.ensureJobActionsMenuOpen(analyticsId);
+      const isEnabled = await testSubjects.isEnabled('mlAnalyticsJobStartButton');
+      expect(isEnabled).to.eql(
+        expectedValue,
+        `Expected "start" action menu button for DFA job '${analyticsId}' to be '${
+          expectedValue ? 'enabled' : 'disabled'
+        }' (got '${isEnabled ? 'enabled' : 'disabled'}')`
+      );
+    }
+
+    public async assertJobActionEditButtonEnabled(analyticsId: string, expectedValue: boolean) {
+      await this.ensureJobActionsMenuOpen(analyticsId);
+      const isEnabled = await testSubjects.isEnabled('mlAnalyticsJobEditButton');
+      expect(isEnabled).to.eql(
+        expectedValue,
+        `Expected "edit" action menu button for DFA job '${analyticsId}' to be '${
+          expectedValue ? 'enabled' : 'disabled'
+        }' (got '${isEnabled ? 'enabled' : 'disabled'}')`
       );
-      await find.existsByCssSelector('.euiPanel', 20 * 1000);
+    }
+
+    public async assertJobActionCloneButtonEnabled(analyticsId: string, expectedValue: boolean) {
+      await this.ensureJobActionsMenuOpen(analyticsId);
+      const isEnabled = await testSubjects.isEnabled('mlAnalyticsJobCloneButton');
+      expect(isEnabled).to.eql(
+        expectedValue,
+        `Expected "clone" action menu button for DFA job '${analyticsId}' to be '${
+          expectedValue ? 'enabled' : 'disabled'
+        }' (got '${isEnabled ? 'enabled' : 'disabled'}')`
+      );
+    }
+
+    public async assertJobActionDeleteButtonEnabled(analyticsId: string, expectedValue: boolean) {
+      await this.ensureJobActionsMenuOpen(analyticsId);
+      const isEnabled = await testSubjects.isEnabled('mlAnalyticsJobDeleteButton');
+      expect(isEnabled).to.eql(
+        expectedValue,
+        `Expected "delete" action menu button for DFA job '${analyticsId}' to be '${
+          expectedValue ? 'enabled' : 'disabled'
+        }' (got '${isEnabled ? 'enabled' : 'disabled'}')`
+      );
+    }
+
+    public async openEditFlyout(analyticsId: string) {
+      await this.ensureJobActionsMenuOpen(analyticsId);
+      await testSubjects.click('mlAnalyticsJobEditButton');
+      await testSubjects.existOrFail('mlAnalyticsEditFlyout', { timeout: 5000 });
     }
 
     public async cloneJob(analyticsId: string) {
-      await this.openRowActions(analyticsId);
+      await this.ensureJobActionsMenuOpen(analyticsId);
       await testSubjects.click(`mlAnalyticsJobCloneButton`);
       await testSubjects.existOrFail('mlAnalyticsCreationContainer');
     }
diff --git a/x-pack/test/functional/services/ml/data_visualizer.ts b/x-pack/test/functional/services/ml/data_visualizer.ts
index c60ae29b6b3f4..976410d43a28f 100644
--- a/x-pack/test/functional/services/ml/data_visualizer.ts
+++ b/x-pack/test/functional/services/ml/data_visualizer.ts
@@ -4,6 +4,8 @@
  * you may not use this file except in compliance with the Elastic License.
  */
 
+import expect from '@kbn/expect';
+
 import { FtrProviderContext } from '../../ftr_provider_context';
 
 export function MachineLearningDataVisualizerProvider({ getService }: FtrProviderContext) {
@@ -18,6 +20,26 @@ export function MachineLearningDataVisualizerProvider({ getService }: FtrProvide
       await testSubjects.existOrFail('mlDataVisualizerCardIndexData');
     },
 
+    async assertSelectIndexButtonEnabled(expectedValue: boolean) {
+      const isEnabled = await testSubjects.isEnabled('mlDataVisualizerSelectIndexButton');
+      expect(isEnabled).to.eql(
+        expectedValue,
+        `Expected "select index" button to be '${expectedValue ? 'enabled' : 'disabled'}' (got '${
+          isEnabled ? 'enabled' : 'disabled'
+        }')`
+      );
+    },
+
+    async assertUploadFileButtonEnabled(expectedValue: boolean) {
+      const isEnabled = await testSubjects.isEnabled('mlDataVisualizerUploadFileButton');
+      expect(isEnabled).to.eql(
+        expectedValue,
+        `Expected "upload file" button to be '${expectedValue ? 'enabled' : 'disabled'}' (got '${
+          isEnabled ? 'enabled' : 'disabled'
+        }')`
+      );
+    },
+
     async navigateToIndexPatternSelection() {
       await testSubjects.click('mlDataVisualizerSelectIndexButton');
       await testSubjects.existOrFail('mlPageSourceSelection');
diff --git a/x-pack/test/functional/services/ml/data_visualizer_file_based.ts b/x-pack/test/functional/services/ml/data_visualizer_file_based.ts
index 14c6f8de7d329..61496debb97e2 100644
--- a/x-pack/test/functional/services/ml/data_visualizer_file_based.ts
+++ b/x-pack/test/functional/services/ml/data_visualizer_file_based.ts
@@ -54,6 +54,16 @@ export function MachineLearningDataVisualizerFileBasedProvider(
       await testSubjects.existOrFail('mlFileDataVisFileStatsPanel');
     },
 
+    async assertImportButtonEnabled(expectedValue: boolean) {
+      const isEnabled = await testSubjects.isEnabled('mlFileDataVisOpenImportPageButton');
+      expect(isEnabled).to.eql(
+        expectedValue,
+        `Expected "import" button to be '${expectedValue ? 'enabled' : 'disabled'}' (got '${
+          isEnabled ? 'enabled' : 'disabled'
+        }')`
+      );
+    },
+
     async navigateToFileImport() {
       await testSubjects.click('mlFileDataVisOpenImportPageButton');
       await testSubjects.existOrFail('mlPageFileDataVisImport');
diff --git a/x-pack/test/functional/services/ml/data_visualizer_index_based.ts b/x-pack/test/functional/services/ml/data_visualizer_index_based.ts
index 7789ca78363df..31cd17e4df826 100644
--- a/x-pack/test/functional/services/ml/data_visualizer_index_based.ts
+++ b/x-pack/test/functional/services/ml/data_visualizer_index_based.ts
@@ -119,6 +119,30 @@ export function MachineLearningDataVisualizerIndexBasedProvider({
       await this.assertFieldsPanelCardCount(panelFieldTypes, expectedCardCount);
     },
 
+    async assertActionsPanelExists() {
+      await testSubjects.existOrFail('mlDataVisualizerActionsPanel');
+    },
+
+    async assertActionsPanelNotExists() {
+      await testSubjects.missingOrFail('mlDataVisualizerActionsPanel');
+    },
+
+    async assertCreateAdvancedJobCardExists() {
+      await testSubjects.existOrFail('mlDataVisualizerCreateAdvancedJobCard');
+    },
+
+    async assertCreateAdvancedJobCardNotExists() {
+      await testSubjects.missingOrFail('mlDataVisualizerCreateAdvancedJobCard');
+    },
+
+    async assertRecognizerCardExists(moduleId: string) {
+      await testSubjects.existOrFail(`mlRecognizerCard ${moduleId}`);
+    },
+
+    async assertRecognizerCardNotExists(moduleId: string) {
+      await testSubjects.missingOrFail(`mlRecognizerCard ${moduleId}`);
+    },
+
     async clickCreateAdvancedJobButton() {
       await testSubjects.clickWhenNotDisabled('mlDataVisualizerCreateAdvancedJobCard');
     },
diff --git a/x-pack/test/functional/services/ml/index.ts b/x-pack/test/functional/services/ml/index.ts
index d7ff60440bf31..325ea41ae3977 100644
--- a/x-pack/test/functional/services/ml/index.ts
+++ b/x-pack/test/functional/services/ml/index.ts
@@ -10,11 +10,13 @@ import { MachineLearningAnomaliesTableProvider } from './anomalies_table';
 import { MachineLearningAnomalyExplorerProvider } from './anomaly_explorer';
 import { MachineLearningAPIProvider } from './api';
 import { MachineLearningCommonAPIProvider } from './common_api';
+import { MachineLearningCommonConfigsProvider } from './common_config';
 import { MachineLearningCommonUIProvider } from './common_ui';
 import { MachineLearningCustomUrlsProvider } from './custom_urls';
 import { MachineLearningDataFrameAnalyticsProvider } from './data_frame_analytics';
 import { MachineLearningDataFrameAnalyticsCreationProvider } from './data_frame_analytics_creation';
 import { MachineLearningDataFrameAnalyticsEditProvider } from './data_frame_analytics_edit';
+import { MachineLearningDataFrameAnalyticsResultsProvider } from './data_frame_analytics_results';
 import { MachineLearningDataFrameAnalyticsTableProvider } from './data_frame_analytics_table';
 import { MachineLearningDataVisualizerProvider } from './data_visualizer';
 import { MachineLearningDataVisualizerFileBasedProvider } from './data_visualizer_file_based';
@@ -30,9 +32,12 @@ import { MachineLearningJobWizardCategorizationProvider } from './job_wizard_cat
 import { MachineLearningJobWizardMultiMetricProvider } from './job_wizard_multi_metric';
 import { MachineLearningJobWizardPopulationProvider } from './job_wizard_population';
 import { MachineLearningNavigationProvider } from './navigation';
+import { MachineLearningOverviewPageProvider } from './overview_page';
 import { MachineLearningSecurityCommonProvider } from './security_common';
 import { MachineLearningSecurityUIProvider } from './security_ui';
 import { MachineLearningSettingsProvider } from './settings';
+import { MachineLearningSettingsCalendarProvider } from './settings_calendar';
+import { MachineLearningSettingsFilterListProvider } from './settings_filter_list';
 import { MachineLearningSingleMetricViewerProvider } from './single_metric_viewer';
 import { MachineLearningTestExecutionProvider } from './test_execution';
 import { MachineLearningTestResourcesProvider } from './test_resources';
@@ -44,6 +49,7 @@ export function MachineLearningProvider(context: FtrProviderContext) {
   const anomaliesTable = MachineLearningAnomaliesTableProvider(context);
   const anomalyExplorer = MachineLearningAnomalyExplorerProvider(context);
   const api = MachineLearningAPIProvider(context);
+  const commonConfig = MachineLearningCommonConfigsProvider(context);
   const customUrls = MachineLearningCustomUrlsProvider(context);
   const dataFrameAnalytics = MachineLearningDataFrameAnalyticsProvider(context, api);
   const dataFrameAnalyticsCreation = MachineLearningDataFrameAnalyticsCreationProvider(
@@ -52,6 +58,7 @@ export function MachineLearningProvider(context: FtrProviderContext) {
     api
   );
   const dataFrameAnalyticsEdit = MachineLearningDataFrameAnalyticsEditProvider(context, commonUI);
+  const dataFrameAnalyticsResults = MachineLearningDataFrameAnalyticsResultsProvider(context);
   const dataFrameAnalyticsTable = MachineLearningDataFrameAnalyticsTableProvider(context);
   const dataVisualizer = MachineLearningDataVisualizerProvider(context);
   const dataVisualizerFileBased = MachineLearningDataVisualizerFileBasedProvider(context, commonUI);
@@ -67,9 +74,12 @@ export function MachineLearningProvider(context: FtrProviderContext) {
   const jobWizardMultiMetric = MachineLearningJobWizardMultiMetricProvider(context);
   const jobWizardPopulation = MachineLearningJobWizardPopulationProvider(context);
   const navigation = MachineLearningNavigationProvider(context);
+  const overviewPage = MachineLearningOverviewPageProvider(context);
   const securityCommon = MachineLearningSecurityCommonProvider(context);
   const securityUI = MachineLearningSecurityUIProvider(context, securityCommon);
   const settings = MachineLearningSettingsProvider(context);
+  const settingsCalendar = MachineLearningSettingsCalendarProvider(context);
+  const settingsFilterList = MachineLearningSettingsFilterListProvider(context);
   const singleMetricViewer = MachineLearningSingleMetricViewerProvider(context);
   const testExecution = MachineLearningTestExecutionProvider(context);
   const testResources = MachineLearningTestResourcesProvider(context);
@@ -79,11 +89,13 @@ export function MachineLearningProvider(context: FtrProviderContext) {
     anomalyExplorer,
     api,
     commonAPI,
+    commonConfig,
     commonUI,
     customUrls,
     dataFrameAnalytics,
     dataFrameAnalyticsCreation,
     dataFrameAnalyticsEdit,
+    dataFrameAnalyticsResults,
     dataFrameAnalyticsTable,
     dataVisualizer,
     dataVisualizerFileBased,
@@ -99,9 +111,12 @@ export function MachineLearningProvider(context: FtrProviderContext) {
     jobWizardMultiMetric,
     jobWizardPopulation,
     navigation,
+    overviewPage,
     securityCommon,
     securityUI,
     settings,
+    settingsCalendar,
+    settingsFilterList,
     singleMetricViewer,
     testExecution,
     testResources,
diff --git a/x-pack/test/functional/services/ml/job_management.ts b/x-pack/test/functional/services/ml/job_management.ts
index 085bb31258012..4c6148ad6fac6 100644
--- a/x-pack/test/functional/services/ml/job_management.ts
+++ b/x-pack/test/functional/services/ml/job_management.ts
@@ -4,6 +4,8 @@
  * you may not use this file except in compliance with the Elastic License.
  */
 
+import expect from '@kbn/expect';
+
 import { FtrProviderContext } from '../../ftr_provider_context';
 import { MlApi } from './api';
 
@@ -29,6 +31,16 @@ export function MachineLearningJobManagementProvider(
       await testSubjects.existOrFail('mlCreateNewJobButton');
     },
 
+    async assertCreateNewJobButtonEnabled(expectedValue: boolean) {
+      const isEnabled = await testSubjects.isEnabled('mlCreateNewJobButton');
+      expect(isEnabled).to.eql(
+        expectedValue,
+        `Expected AD "Create job" button to be '${expectedValue ? 'enabled' : 'disabled'}' (got '${
+          isEnabled ? 'enabled' : 'disabled'
+        }')`
+      );
+    },
+
     async assertJobStatsBarExists() {
       await testSubjects.existOrFail('~mlJobStatsBar');
     },
diff --git a/x-pack/test/functional/services/ml/job_table.ts b/x-pack/test/functional/services/ml/job_table.ts
index 58a1afad88e11..54c03c876af8a 100644
--- a/x-pack/test/functional/services/ml/job_table.ts
+++ b/x-pack/test/functional/services/ml/job_table.ts
@@ -158,12 +158,19 @@ export function MachineLearningJobTableProvider({ getService }: FtrProviderConte
       await testSubjects.existOrFail('mlJobListTable loaded', { timeout: 30 * 1000 });
     }
 
-    public async filterWithSearchString(filter: string) {
+    public async filterWithSearchString(filter: string, expectedRowCount: number = 1) {
       await this.waitForJobsToLoad();
       const searchBar = await testSubjects.find('mlJobListSearchBar');
       const searchBarInput = await searchBar.findByTagName('input');
       await searchBarInput.clearValueWithKeyboard();
       await searchBarInput.type(filter);
+
+      const rows = await this.parseJobTable();
+      const filteredRows = rows.filter((row) => row.id === filter);
+      expect(filteredRows).to.have.length(
+        expectedRowCount,
+        `Filtered AD job table should have ${expectedRowCount} row(s) for filter '${filter}' (got matching items '${filteredRows}')`
+      );
     }
 
     public async assertJobRowFields(jobId: string, expectedRow: object) {
@@ -201,7 +208,93 @@ export function MachineLearningJobTableProvider({ getService }: FtrProviderConte
       }
     }
 
-    public async clickActionsMenu(jobId: string) {
+    public async assertJobActionSingleMetricViewerButtonEnabled(
+      jobId: string,
+      expectedValue: boolean
+    ) {
+      const isEnabled = await testSubjects.isEnabled(
+        this.rowSelector(jobId, 'mlOpenJobsInSingleMetricViewerButton')
+      );
+      expect(isEnabled).to.eql(
+        expectedValue,
+        `Expected "open in single metric viewer" job action button for AD job '${jobId}' to be '${
+          expectedValue ? 'enabled' : 'disabled'
+        }' (got '${isEnabled ? 'enabled' : 'disabled'}')`
+      );
+    }
+
+    public async assertJobActionAnomalyExplorerButtonEnabled(
+      jobId: string,
+      expectedValue: boolean
+    ) {
+      const isEnabled = await testSubjects.isEnabled(
+        this.rowSelector(jobId, 'mlOpenJobsInAnomalyExplorerButton')
+      );
+      expect(isEnabled).to.eql(
+        expectedValue,
+        `Expected "open in anomaly explorer" job action button for AD job '${jobId}' to be '${
+          expectedValue ? 'enabled' : 'disabled'
+        }' (got '${isEnabled ? 'enabled' : 'disabled'}')`
+      );
+    }
+
+    public async assertJobActionsMenuButtonEnabled(jobId: string, expectedValue: boolean) {
+      const isEnabled = await testSubjects.isEnabled(
+        this.rowSelector(jobId, 'euiCollapsedItemActionsButton')
+      );
+      expect(isEnabled).to.eql(
+        expectedValue,
+        `Expected actions menu button for AD job '${jobId}' to be '${
+          expectedValue ? 'enabled' : 'disabled'
+        }' (got '${isEnabled ? 'enabled' : 'disabled'}')`
+      );
+    }
+
+    public async assertJobActionStartDatafeedButtonEnabled(jobId: string, expectedValue: boolean) {
+      await this.ensureJobActionsMenuOpen(jobId);
+      const isEnabled = await testSubjects.isEnabled('mlActionButtonStartDatafeed');
+      expect(isEnabled).to.eql(
+        expectedValue,
+        `Expected "start datafeed" action button for AD job '${jobId}' to be '${
+          expectedValue ? 'enabled' : 'disabled'
+        }' (got '${isEnabled ? 'enabled' : 'disabled'}')`
+      );
+    }
+
+    public async assertJobActionCloneJobButtonEnabled(jobId: string, expectedValue: boolean) {
+      await this.ensureJobActionsMenuOpen(jobId);
+      const isEnabled = await testSubjects.isEnabled('mlActionButtonCloneJob');
+      expect(isEnabled).to.eql(
+        expectedValue,
+        `Expected "clone job" action button for AD job '${jobId}' to be '${
+          expectedValue ? 'enabled' : 'disabled'
+        }' (got '${isEnabled ? 'enabled' : 'disabled'}')`
+      );
+    }
+
+    public async assertJobActionEditJobButtonEnabled(jobId: string, expectedValue: boolean) {
+      await this.ensureJobActionsMenuOpen(jobId);
+      const isEnabled = await testSubjects.isEnabled('mlActionButtonEditJob');
+      expect(isEnabled).to.eql(
+        expectedValue,
+        `Expected "edit job" action button for AD job '${jobId}' to be '${
+          expectedValue ? 'enabled' : 'disabled'
+        }' (got '${isEnabled ? 'enabled' : 'disabled'}')`
+      );
+    }
+
+    public async assertJobActionDeleteJobButtonEnabled(jobId: string, expectedValue: boolean) {
+      await this.ensureJobActionsMenuOpen(jobId);
+      const isEnabled = await testSubjects.isEnabled('mlActionButtonDeleteJob');
+      expect(isEnabled).to.eql(
+        expectedValue,
+        `Expected "delete job" action button for AD job '${jobId}' to be '${
+          expectedValue ? 'enabled' : 'disabled'
+        }' (got '${isEnabled ? 'enabled' : 'disabled'}')`
+      );
+    }
+
+    public async ensureJobActionsMenuOpen(jobId: string) {
       await retry.tryForTime(30 * 1000, async () => {
         if (!(await testSubjects.exists('mlActionButtonDeleteJob'))) {
           await testSubjects.click(this.rowSelector(jobId, 'euiCollapsedItemActionsButton'));
@@ -211,13 +304,13 @@ export function MachineLearningJobTableProvider({ getService }: FtrProviderConte
     }
 
     public async clickCloneJobAction(jobId: string) {
-      await this.clickActionsMenu(jobId);
+      await this.ensureJobActionsMenuOpen(jobId);
       await testSubjects.click('mlActionButtonCloneJob');
       await testSubjects.existOrFail('~mlPageJobWizard');
     }
 
     public async clickDeleteJobAction(jobId: string) {
-      await this.clickActionsMenu(jobId);
+      await this.ensureJobActionsMenuOpen(jobId);
       await testSubjects.click('mlActionButtonDeleteJob');
       await testSubjects.existOrFail('mlDeleteJobConfirmModal');
     }
@@ -228,13 +321,138 @@ export function MachineLearningJobTableProvider({ getService }: FtrProviderConte
     }
 
     public async clickOpenJobInSingleMetricViewerButton(jobId: string) {
-      await testSubjects.click(`~openJobsInSingleMetricViewer-${jobId}`);
+      await testSubjects.click(this.rowSelector(jobId, 'mlOpenJobsInSingleMetricViewerButton'));
       await testSubjects.existOrFail('~mlPageSingleMetricViewer');
     }
 
     public async clickOpenJobInAnomalyExplorerButton(jobId: string) {
-      await testSubjects.click(`~openJobsInSingleAnomalyExplorer-${jobId}`);
+      await testSubjects.click(this.rowSelector(jobId, 'mlOpenJobsInAnomalyExplorerButton'));
       await testSubjects.existOrFail('~mlPageAnomalyExplorer');
     }
+
+    public async isJobRowSelected(jobId: string): Promise<boolean> {
+      return await testSubjects.isChecked(this.rowSelector(jobId, `checkboxSelectRow-${jobId}`));
+    }
+
+    public async assertJobRowSelected(jobId: string, expectedValue: boolean) {
+      const isSelected = await this.isJobRowSelected(jobId);
+      expect(isSelected).to.eql(
+        expectedValue,
+        `Expected job row for AD job '${jobId}' to be '${
+          expectedValue ? 'selected' : 'deselected'
+        }' (got '${isSelected ? 'selected' : 'deselected'}')`
+      );
+    }
+
+    public async selectJobRow(jobId: string) {
+      if ((await this.isJobRowSelected(jobId)) === false) {
+        await testSubjects.click(this.rowSelector(jobId, `checkboxSelectRow-${jobId}`));
+      }
+
+      await this.assertJobRowSelected(jobId, true);
+      await this.assertMultiSelectActionsAreaActive();
+    }
+
+    public async deselectJobRow(jobId: string) {
+      if ((await this.isJobRowSelected(jobId)) === true) {
+        await testSubjects.click(this.rowSelector(jobId, `checkboxSelectRow-${jobId}`));
+      }
+
+      await this.assertJobRowSelected(jobId, false);
+      await this.assertMultiSelectActionsAreaInactive();
+    }
+
+    public async assertMultiSelectActionsAreaActive() {
+      await testSubjects.existOrFail('mlADJobListMultiSelectActionsArea active');
+    }
+
+    public async assertMultiSelectActionsAreaInactive() {
+      await testSubjects.existOrFail('mlADJobListMultiSelectActionsArea inactive', {
+        allowHidden: true,
+      });
+    }
+
+    public async assertMultiSelectActionSingleMetricViewerButtonEnabled(expectedValue: boolean) {
+      const isEnabled = await testSubjects.isEnabled(
+        '~mlADJobListMultiSelectActionsArea > mlOpenJobsInSingleMetricViewerButton'
+      );
+      expect(isEnabled).to.eql(
+        expectedValue,
+        `Expected AD jobs multi select "open in single metric viewer" action button to be '${
+          expectedValue ? 'enabled' : 'disabled'
+        }' (got '${isEnabled ? 'enabled' : 'disabled'}')`
+      );
+    }
+
+    public async assertMultiSelectActionAnomalyExplorerButtonEnabled(expectedValue: boolean) {
+      const isEnabled = await testSubjects.isEnabled(
+        '~mlADJobListMultiSelectActionsArea > mlOpenJobsInAnomalyExplorerButton'
+      );
+      expect(isEnabled).to.eql(
+        expectedValue,
+        `Expected AD jobs multi select "open in anomaly explorer" action button to be '${
+          expectedValue ? 'enabled' : 'disabled'
+        }' (got '${isEnabled ? 'enabled' : 'disabled'}')`
+      );
+    }
+
+    public async assertMultiSelectActionEditJobGroupsButtonEnabled(expectedValue: boolean) {
+      const isEnabled = await testSubjects.isEnabled(
+        '~mlADJobListMultiSelectActionsArea > mlADJobListMultiSelectEditJobGroupsButton'
+      );
+      expect(isEnabled).to.eql(
+        expectedValue,
+        `Expected AD jobs multi select "edit job groups" action button to be '${
+          expectedValue ? 'enabled' : 'disabled'
+        }' (got '${isEnabled ? 'enabled' : 'disabled'}')`
+      );
+    }
+
+    public async assertMultiSelectManagementActionsButtonEnabled(expectedValue: boolean) {
+      const isEnabled = await testSubjects.isEnabled(
+        '~mlADJobListMultiSelectActionsArea > mlADJobListMultiSelectManagementActionsButton'
+      );
+      expect(isEnabled).to.eql(
+        expectedValue,
+        `Expected AD jobs multi select "management actions" button to be '${
+          expectedValue ? 'enabled' : 'disabled'
+        }' (got '${isEnabled ? 'enabled' : 'disabled'}')`
+      );
+    }
+
+    public async assertMultiSelectStartDatafeedActionButtonEnabled(expectedValue: boolean) {
+      await this.ensureMultiSelectManagementActionsMenuOpen();
+      const isEnabled = await testSubjects.isEnabled(
+        'mlADJobListMultiSelectStartDatafeedActionButton'
+      );
+      expect(isEnabled).to.eql(
+        expectedValue,
+        `Expected AD jobs multi select "management actions" button to be '${
+          expectedValue ? 'enabled' : 'disabled'
+        }' (got '${isEnabled ? 'enabled' : 'disabled'}')`
+      );
+    }
+
+    public async assertMultiSelectDeleteJobActionButtonEnabled(expectedValue: boolean) {
+      await this.ensureMultiSelectManagementActionsMenuOpen();
+      const isEnabled = await testSubjects.isEnabled('mlADJobListMultiSelectDeleteJobActionButton');
+      expect(isEnabled).to.eql(
+        expectedValue,
+        `Expected AD jobs multi select "management actions" button to be '${
+          expectedValue ? 'enabled' : 'disabled'
+        }' (got '${isEnabled ? 'enabled' : 'disabled'}')`
+      );
+    }
+
+    public async ensureMultiSelectManagementActionsMenuOpen() {
+      await retry.tryForTime(30 * 1000, async () => {
+        if (!(await testSubjects.exists('mlADJobListMultiSelectDeleteJobActionButton'))) {
+          await testSubjects.click('mlADJobListMultiSelectManagementActionsButton');
+          await testSubjects.existOrFail('mlADJobListMultiSelectDeleteJobActionButton', {
+            timeout: 5000,
+          });
+        }
+      });
+    }
   })();
 }
diff --git a/x-pack/test/functional/services/ml/navigation.ts b/x-pack/test/functional/services/ml/navigation.ts
index 116c9deb7c2dc..9b53e5ce2f7e7 100644
--- a/x-pack/test/functional/services/ml/navigation.ts
+++ b/x-pack/test/functional/services/ml/navigation.ts
@@ -84,14 +84,22 @@ export function MachineLearningNavigationProvider({
       await this.navigateToArea('~mlMainTab & ~settings', 'mlPageSettings');
     },
 
-    async navigateToStackManagementJobsListPage() {
+    async navigateToStackManagementJobsListPage({
+      expectAccessDenied = false,
+    }: {
+      expectAccessDenied?: boolean;
+    } = {}) {
       // clicks the jobsListLink and loads the jobs list page
       await testSubjects.click('jobsListLink');
       await retry.tryForTime(60 * 1000, async () => {
-        // verify that the overall page is present
-        await testSubjects.existOrFail('mlPageStackManagementJobsList');
-        // verify that the default tab with the anomaly detection jobs list got loaded
-        await testSubjects.existOrFail('ml-jobs-list');
+        if (expectAccessDenied === true) {
+          await testSubjects.existOrFail('mlPageAccessDenied');
+        } else {
+          // verify that the overall page is present
+          await testSubjects.existOrFail('mlPageStackManagementJobsList');
+          // verify that the default tab with the anomaly detection jobs list got loaded
+          await testSubjects.existOrFail('ml-jobs-list');
+        }
       });
     },
 
@@ -100,7 +108,7 @@ export function MachineLearningNavigationProvider({
       await testSubjects.click('mlStackManagementJobsListAnalyticsTab');
       await retry.tryForTime(60 * 1000, async () => {
         // verify that the empty prompt for analytics jobs list got loaded
-        await testSubjects.existOrFail('mlNoDataFrameAnalyticsFound');
+        await testSubjects.existOrFail('mlAnalyticsJobList');
       });
     },
 
@@ -121,5 +129,35 @@ export function MachineLearningNavigationProvider({
         await testSubjects.existOrFail('mlPageSingleMetricViewer');
       });
     },
+
+    async openKibanaNav() {
+      if (!(await testSubjects.exists('collapsibleNav'))) {
+        await testSubjects.click('toggleNavButton');
+      }
+      await testSubjects.existOrFail('collapsibleNav');
+    },
+
+    async assertKibanaNavMLEntryExists() {
+      const navArea = await testSubjects.find('collapsibleNav');
+      const mlNavLink = await navArea.findAllByCssSelector('[title="Machine Learning"]');
+      if (mlNavLink.length === 0) {
+        throw new Error(`expected ML link in nav menu to exist`);
+      }
+    },
+
+    async assertKibanaNavMLEntryNotExists() {
+      const navArea = await testSubjects.find('collapsibleNav');
+      const mlNavLink = await navArea.findAllByCssSelector('[title="Machine Learning"]');
+      if (mlNavLink.length !== 0) {
+        throw new Error(`expected ML link in nav menu to not exist`);
+      }
+    },
+
+    async navigateToKibanaHome() {
+      await retry.tryForTime(60 * 1000, async () => {
+        await PageObjects.common.navigateToApp('home');
+        await testSubjects.existOrFail('homeApp', { timeout: 2000 });
+      });
+    },
   };
 }
diff --git a/x-pack/test/functional/services/ml/overview_page.ts b/x-pack/test/functional/services/ml/overview_page.ts
new file mode 100644
index 0000000000000..93b95a80cae37
--- /dev/null
+++ b/x-pack/test/functional/services/ml/overview_page.ts
@@ -0,0 +1,43 @@
+/*
+ * Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one
+ * or more contributor license agreements. Licensed under the Elastic License;
+ * you may not use this file except in compliance with the Elastic License.
+ */
+
+import expect from '@kbn/expect';
+
+import { FtrProviderContext } from '../../ftr_provider_context';
+
+export function MachineLearningOverviewPageProvider({ getService }: FtrProviderContext) {
+  const testSubjects = getService('testSubjects');
+
+  return {
+    async assertADCreateJobButtonExists() {
+      await testSubjects.existOrFail('mlOverviewCreateADJobButton');
+    },
+
+    async assertADCreateJobButtonEnabled(expectedValue: boolean) {
+      const isEnabled = await testSubjects.isEnabled('mlOverviewCreateADJobButton');
+      expect(isEnabled).to.eql(
+        expectedValue,
+        `Expected AD "Create job" button to be '${expectedValue ? 'enabled' : 'disabled'}' (got '${
+          isEnabled ? 'enabled' : 'disabled'
+        }')`
+      );
+    },
+
+    async assertDFACreateJobButtonExists() {
+      await testSubjects.existOrFail('mlOverviewCreateDFAJobButton');
+    },
+
+    async assertDFACreateJobButtonEnabled(expectedValue: boolean) {
+      const isEnabled = await testSubjects.isEnabled('mlOverviewCreateDFAJobButton');
+      expect(isEnabled).to.eql(
+        expectedValue,
+        `Expected AD "Create job" button to be '${expectedValue ? 'enabled' : 'disabled'}' (got '${
+          isEnabled ? 'enabled' : 'disabled'
+        }')`
+      );
+    },
+  };
+}
diff --git a/x-pack/test/functional/services/ml/security_common.ts b/x-pack/test/functional/services/ml/security_common.ts
index cb331c95accb8..67a28a0ab96cc 100644
--- a/x-pack/test/functional/services/ml/security_common.ts
+++ b/x-pack/test/functional/services/ml/security_common.ts
@@ -10,9 +10,12 @@ import { FtrProviderContext } from '../../ftr_provider_context';
 export type MlSecurityCommon = ProvidedType<typeof MachineLearningSecurityCommonProvider>;
 
 export enum USER {
-  ML_POWERUSER = 'ml_poweruser',
-  ML_VIEWER = 'ml_viewer',
-  ML_UNAUTHORIZED = 'ml_unauthorized',
+  ML_POWERUSER = 'ft_ml_poweruser',
+  ML_POWERUSER_SPACES = 'ft_ml_poweruser_spaces',
+  ML_VIEWER = 'ft_ml_viewer',
+  ML_VIEWER_SPACES = 'ft_ml_viewer_spaces',
+  ML_UNAUTHORIZED = 'ft_ml_unauthorized',
+  ML_UNAUTHORIZED_SPACES = 'ft_ml_unauthorized_spaces',
 }
 
 export function MachineLearningSecurityCommonProvider({ getService }: FtrProviderContext) {
@@ -20,53 +23,104 @@ export function MachineLearningSecurityCommonProvider({ getService }: FtrProvide
 
   const roles = [
     {
-      name: 'ml_source',
+      name: 'ft_ml_source',
       elasticsearch: {
         indices: [{ names: ['*'], privileges: ['read', 'view_index_metadata'] }],
       },
       kibana: [],
     },
     {
-      name: 'ml_dest',
+      name: 'ft_ml_source_readonly',
+      elasticsearch: {
+        indices: [{ names: ['*'], privileges: ['read'] }],
+      },
+      kibana: [],
+    },
+    {
+      name: 'ft_ml_dest',
       elasticsearch: {
         indices: [{ names: ['user-*'], privileges: ['read', 'index', 'manage'] }],
       },
       kibana: [],
     },
     {
-      name: 'ml_dest_readonly',
+      name: 'ft_ml_dest_readonly',
       elasticsearch: {
         indices: [{ names: ['user-*'], privileges: ['read'] }],
       },
       kibana: [],
     },
     {
-      name: 'ml_ui_extras',
+      name: 'ft_ml_ui_extras',
       elasticsearch: {
         cluster: ['manage_ingest_pipelines', 'monitor'],
       },
       kibana: [],
     },
+    {
+      name: 'ft_default_space_ml_all',
+      elasticsearch: { cluster: [], indices: [], run_as: [] },
+      kibana: [{ base: [], feature: { ml: ['all'] }, spaces: ['default'] }],
+    },
+    {
+      name: 'ft_default_space_ml_read',
+      elasticsearch: { cluster: [], indices: [], run_as: [] },
+      kibana: [{ base: [], feature: { ml: ['read'] }, spaces: ['default'] }],
+    },
+    {
+      name: 'ft_default_space_ml_none',
+      elasticsearch: { cluster: [], indices: [], run_as: [] },
+      kibana: [{ base: [], feature: { discover: ['read'] }, spaces: ['default'] }],
+    },
   ];
 
   const users = [
     {
-      name: 'ml_poweruser',
+      name: 'ft_ml_poweruser',
       full_name: 'ML Poweruser',
       password: 'mlp001',
-      roles: ['kibana_admin', 'machine_learning_admin', 'ml_source', 'ml_dest', 'ml_ui_extras'],
+      roles: [
+        'kibana_admin',
+        'machine_learning_admin',
+        'ft_ml_source',
+        'ft_ml_dest',
+        'ft_ml_ui_extras',
+      ],
     },
     {
-      name: 'ml_viewer',
+      name: 'ft_ml_poweruser_spaces',
+      full_name: 'ML Poweruser',
+      password: 'mlps001',
+      roles: ['ft_default_space_ml_all', 'ft_ml_source', 'ft_ml_dest', 'ft_ml_ui_extras'],
+    },
+    {
+      name: 'ft_ml_viewer',
       full_name: 'ML Viewer',
       password: 'mlv001',
-      roles: ['kibana_admin', 'machine_learning_user', 'ml_source', 'ml_dest_readonly'],
+      roles: [
+        'kibana_admin',
+        'machine_learning_user',
+        'ft_ml_source_readonly',
+        'ft_ml_dest_readonly',
+      ],
+    },
+    {
+      name: 'ft_ml_viewer_spaces',
+      full_name: 'ML Viewer',
+      password: 'mlvs001',
+      roles: ['ft_default_space_ml_read', 'ft_ml_source_readonly', 'ft_ml_dest_readonly'],
     },
     {
-      name: 'ml_unauthorized',
+      name: 'ft_ml_unauthorized',
       full_name: 'ML Unauthorized',
       password: 'mlu001',
-      roles: ['kibana_admin', 'ml_source'],
+      roles: ['kibana_admin', 'ft_ml_source_readonly'],
+    },
+    {
+      name: 'ft_ml_unauthorized_spaces',
+      full_name: 'ML Unauthorized',
+      password: 'mlus001',
+      roles: ['ft_default_space_ml_none', 'ft_ml_source_readonly'],
     },
   ];
 
diff --git a/x-pack/test/functional/services/ml/security_ui.ts b/x-pack/test/functional/services/ml/security_ui.ts
index 73516ca58dd5d..e09467ff36a34 100644
--- a/x-pack/test/functional/services/ml/security_ui.ts
+++ b/x-pack/test/functional/services/ml/security_ui.ts
@@ -31,5 +31,9 @@ export function MachineLearningSecurityUIProvider(
     async loginAsMlViewer() {
       await this.loginAs(USER.ML_VIEWER);
     },
+
+    async logout() {
+      await PageObjects.security.forceLogout();
+    },
   };
 }
diff --git a/x-pack/test/functional/services/ml/settings.ts b/x-pack/test/functional/services/ml/settings.ts
index f7428d06899bf..de77358836fea 100644
--- a/x-pack/test/functional/services/ml/settings.ts
+++ b/x-pack/test/functional/services/ml/settings.ts
@@ -4,26 +4,78 @@
  * you may not use this file except in compliance with the Elastic License.
  */
 
+import expect from '@kbn/expect';
+
 import { FtrProviderContext } from '../../ftr_provider_context';
 
 export function MachineLearningSettingsProvider({ getService }: FtrProviderContext) {
   const testSubjects = getService('testSubjects');
 
   return {
-    async assertSettingsManageCalendarsLinkExists() {
+    async assertManageCalendarsLinkExists() {
       await testSubjects.existOrFail('mlCalendarsMngButton');
     },
 
-    async assertSettingsCreateCalendarLinkExists() {
+    async assertManageCalendarsLinkEnabled(expectedValue: boolean) {
+      const isEnabled = await testSubjects.isEnabled('mlCalendarsMngButton');
+      expect(isEnabled).to.eql(
+        expectedValue,
+        `Expected "manage calendars" button to be '${
+          expectedValue ? 'enabled' : 'disabled'
+        }' (got '${isEnabled ? 'enabled' : 'disabled'}')`
+      );
+    },
+
+    async assertCreateCalendarLinkExists() {
       await testSubjects.existOrFail('mlCalendarsCreateButton');
     },
 
-    async assertSettingsManageFilterListsLinkExists() {
+    async assertCreateCalendarLinkEnabled(expectedValue: boolean) {
+      const isEnabled = await testSubjects.isEnabled('mlCalendarsCreateButton');
+      expect(isEnabled).to.eql(
+        expectedValue,
+        `Expected "create calendars" button to be '${
+          expectedValue ? 'enabled' : 'disabled'
+        }' (got '${isEnabled ? 'enabled' : 'disabled'}')`
+      );
+    },
+
+    async assertManageFilterListsLinkExists() {
       await testSubjects.existOrFail('mlFilterListsMngButton');
     },
 
-    async assertSettingsCreateFilterListLinkExists() {
+    async assertManageFilterListsLinkEnabled(expectedValue: boolean) {
+      const isEnabled = await testSubjects.isEnabled('mlFilterListsMngButton');
+      expect(isEnabled).to.eql(
+        expectedValue,
+        `Expected "manage filter lists" button to be '${
+          expectedValue ? 'enabled' : 'disabled'
+        }' (got '${isEnabled ? 'enabled' : 'disabled'}')`
+      );
+    },
+
+    async assertCreateFilterListLinkExists() {
       await testSubjects.existOrFail('mlFilterListsCreateButton');
     },
+
+    async assertCreateFilterListLinkEnabled(expectedValue: boolean) {
+      const isEnabled = await testSubjects.isEnabled('mlFilterListsCreateButton');
+      expect(isEnabled).to.eql(
+        expectedValue,
+        `Expected "create filter lists" button to be '${
+          expectedValue ? 'enabled' : 'disabled'
+        }' (got '${isEnabled ? 'enabled' : 'disabled'}')`
+      );
+    },
+
+    async navigateToCalendarManagement() {
+      await testSubjects.click('mlCalendarsMngButton');
+      await testSubjects.existOrFail('mlPageCalendarManagement');
+    },
+
+    async navigateToFilterListsManagement() {
+      await testSubjects.click('mlFilterListsMngButton');
+      await testSubjects.existOrFail('mlPageFilterListManagement');
+    },
   };
 }
diff --git a/x-pack/test/functional/services/ml/settings_calendar.ts b/x-pack/test/functional/services/ml/settings_calendar.ts
new file mode 100644
index 0000000000000..34d18c6e12c47
--- /dev/null
+++ b/x-pack/test/functional/services/ml/settings_calendar.ts
@@ -0,0 +1,196 @@
+/*
+ * Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one
+ * or more contributor license agreements. Licensed under the Elastic License;
+ * you may not use this file except in compliance with the Elastic License.
+ */
+
+import expect from '@kbn/expect';
+
+import { FtrProviderContext } from '../../ftr_provider_context';
+
+export function MachineLearningSettingsCalendarProvider({ getService }: FtrProviderContext) {
+  const testSubjects = getService('testSubjects');
+
+  return {
+    async parseCalendarTable() {
+      const table = await testSubjects.find('~mlCalendarTable');
+      const $ = await table.parseDomContent();
+      const rows = [];
+
+      for (const tr of $.findTestSubjects('~mlCalendarListRow').toArray()) {
+        const $tr = $(tr);
+
+        rows.push({
+          id: $tr
+            .findTestSubject('mlCalendarListColumnId')
+            .find('.euiTableCellContent')
+            .text()
+            .trim(),
+          jobs: $tr
+            .findTestSubject('mlCalendarListColumnJobs')
+            .find('.euiTableCellContent')
+            .text()
+            .trim(),
+          events: $tr
+            .findTestSubject('mlCalendarListColumnEvents')
+            .find('.euiTableCellContent')
+            .text()
+            .trim(),
+        });
+      }
+
+      return rows;
+    },
+
+    rowSelector(calendarId: string, subSelector?: string) {
+      const row = `~mlCalendarTable > ~row-${calendarId}`;
+      return !subSelector ? row : `${row} > ${subSelector}`;
+    },
+
+    async filterWithSearchString(filter: string, expectedRowCount: number = 1) {
+      const tableListContainer = await testSubjects.find('mlCalendarTableContainer');
+      const searchBarInput = await tableListContainer.findByClassName('euiFieldSearch');
+      await searchBarInput.clearValueWithKeyboard();
+      await searchBarInput.type(filter);
+
+      const rows = await this.parseCalendarTable();
+      const filteredRows = rows.filter((row) => row.id === filter);
+      expect(filteredRows).to.have.length(
+        expectedRowCount,
+        `Filtered calendar table should have ${expectedRowCount} row(s) for filter '${filter}' (got matching items '${filteredRows}')`
+      );
+    },
+
+    async isCalendarRowSelected(calendarId: string): Promise<boolean> {
+      return await testSubjects.isChecked(
+        this.rowSelector(calendarId, `checkboxSelectRow-${calendarId}`)
+      );
+    },
+
+    async assertCalendarRowSelected(calendarId: string, expectedValue: boolean) {
+      const isSelected = await this.isCalendarRowSelected(calendarId);
+      expect(isSelected).to.eql(
+        expectedValue,
+        `Expected calendar row for calendar '${calendarId}' to be '${
+          expectedValue ? 'selected' : 'deselected'
+        }' (got '${isSelected ? 'selected' : 'deselected'}')`
+      );
+    },
+
+    async selectCalendarRow(calendarId: string) {
+      if ((await this.isCalendarRowSelected(calendarId)) === false) {
+        await testSubjects.click(this.rowSelector(calendarId, `checkboxSelectRow-${calendarId}`));
+      }
+
+      await this.assertCalendarRowSelected(calendarId, true);
+    },
+
+    async deselectCalendarRow(calendarId: string) {
+      if ((await this.isCalendarRowSelected(calendarId)) === true) {
+        await testSubjects.click(this.rowSelector(calendarId, `checkboxSelectRow-${calendarId}`));
+      }
+
+      await this.assertCalendarRowSelected(calendarId, false);
+    },
+
+    async assertCreateCalendarButtonEnabled(expectedValue: boolean) {
+      const isEnabled = await testSubjects.isEnabled('mlCalendarButtonCreate');
+      expect(isEnabled).to.eql(
+        expectedValue,
+        `Expected "create calendar" button to be '${
+          expectedValue ? 'enabled' : 'disabled'
+        }' (got '${isEnabled ? 'enabled' : 'disabled'}')`
+      );
+    },
+
+    async assertDeleteCalendarButtonEnabled(expectedValue: boolean) {
+      const isEnabled = await testSubjects.isEnabled('mlCalendarButtonDelete');
+      expect(isEnabled).to.eql(
+        expectedValue,
+        `Expected "delete calendar" button to be '${
+          expectedValue ? 'enabled' : 'disabled'
+        }' (got '${isEnabled ? 'enabled' : 'disabled'}')`
+      );
+    },
+
+    async openCalendarEditForm(calendarId: string) {
+      await testSubjects.click(this.rowSelector(calendarId, 'mlEditCalendarLink'));
+      await testSubjects.existOrFail('mlPageCalendarEdit');
+    },
+
+    async assertApplyToAllJobsSwitchEnabled(expectedValue: boolean) {
+      const isEnabled = await testSubjects.isEnabled('mlCalendarApplyToAllJobsSwitch');
+      expect(isEnabled).to.eql(
+        expectedValue,
+        `Expected "apply calendar to all jobs" switch to be '${
+          expectedValue ? 'enabled' : 'disabled'
+        }' (got '${isEnabled ? 'enabled' : 'disabled'}')`
+      );
+    },
+
+    async assertJobSelectionEnabled(expectedValue: boolean) {
+      const isEnabled = await testSubjects.isEnabled(
+        'mlCalendarJobSelection > comboBoxToggleListButton'
+      );
+      expect(isEnabled).to.eql(
+        expectedValue,
+        `Expected "job" selection to be '${expectedValue ? 'enabled' : 'disabled'}' (got '${
+          isEnabled ? 'enabled' : 'disabled'
+        }')`
+      );
+    },
+
+    async assertJobGroupSelectionEnabled(expectedValue: boolean) {
+      const isEnabled = await testSubjects.isEnabled(
+        'mlCalendarJobGroupSelection > comboBoxToggleListButton'
+      );
+      expect(isEnabled).to.eql(
+        expectedValue,
+        `Expected "job group" selection to be '${expectedValue ? 'enabled' : 'disabled'}' (got '${
+          isEnabled ? 'enabled' : 'disabled'
+        }')`
+      );
+    },
+
+    async assertNewEventButtonEnabled(expectedValue: boolean) {
+      const isEnabled = await testSubjects.isEnabled('mlCalendarNewEventButton');
+      expect(isEnabled).to.eql(
+        expectedValue,
+        `Expected "new event" button to be '${expectedValue ? 'enabled' : 'disabled'}' (got '${
+          isEnabled ? 'enabled' : 'disabled'
+        }')`
+      );
+    },
+
+    async assertImportEventsButtonEnabled(expectedValue: boolean) {
+      const isEnabled = await testSubjects.isEnabled('mlCalendarImportEventsButton');
+      expect(isEnabled).to.eql(
+        expectedValue,
+        `Expected "imports events" button to be '${expectedValue ? 'enabled' : 'disabled'}' (got '${
+          isEnabled ? 'enabled' : 'disabled'
+        }')`
+      );
+    },
+
+    eventRowSelector(eventDescription: string, subSelector?: string) {
+      const row = `~mlCalendarEventsTable > ~row-${eventDescription}`;
+      return !subSelector ? row : `${row} > ${subSelector}`;
+    },
+
+    async assertEventRowExists(eventDescription: string) {
+      await testSubjects.existOrFail(this.eventRowSelector(eventDescription));
+    },
+
+    async assertDeleteEventButtonEnabled(eventDescription: string, expectedValue: boolean) {
+      const isEnabled = await testSubjects.isEnabled(
+        this.eventRowSelector(eventDescription, 'mlCalendarEventDeleteButton')
+      );
+      expect(isEnabled).to.eql(
+        expectedValue,
+        `Expected "delete event" button for event '${eventDescription}' to be '${
+          expectedValue ? 'enabled' : 'disabled'
+        }' (got '${isEnabled ? 'enabled' : 'disabled'}')`
+      );
+    },
+  };
+}
diff --git a/x-pack/test/functional/services/ml/settings_filter_list.ts b/x-pack/test/functional/services/ml/settings_filter_list.ts
new file mode 100644
index 0000000000000..fb1f203b65562
--- /dev/null
+++ b/x-pack/test/functional/services/ml/settings_filter_list.ts
@@ -0,0 +1,200 @@
+/*
+ * Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one
+ * or more contributor license agreements. Licensed under the Elastic License;
+ * you may not use this file except in compliance with the Elastic License.
+ */
+
+import expect from '@kbn/expect';
+
+import { FtrProviderContext } from '../../ftr_provider_context';
+
+export function MachineLearningSettingsFilterListProvider({ getService }: FtrProviderContext) {
+  const testSubjects = getService('testSubjects');
+
+  return {
+    async parseFilterListTable() {
+      const table = await testSubjects.find('~mlFilterListsTable');
+      const $ = await table.parseDomContent();
+      const rows = [];
+
+      for (const tr of $.findTestSubjects('~mlCalendarListRow').toArray()) {
+        const $tr = $(tr);
+
+        const inUseSubject = $tr
+          .findTestSubject('mlFilterListColumnInUse')
+          .findTestSubject('~mlFilterListUsedByIcon')
+          .attr('data-test-subj');
+        const inUseString = inUseSubject.split(' ')[1];
+        const inUse = inUseString === 'inUse' ? true : false;
+
+        rows.push({
+          id: $tr
+            .findTestSubject('mlFilterListColumnId')
+            .find('.euiTableCellContent')
+            .text()
+            .trim(),
+          description: $tr
+            .findTestSubject('mlFilterListColumnDescription')
+            .find('.euiTableCellContent')
+            .text()
+            .trim(),
+          itemCount: $tr
+            .findTestSubject('mlFilterListColumnItemCount')
+            .find('.euiTableCellContent')
+            .text()
+            .trim(),
+          inUse,
+        });
+      }
+
+      return rows;
+    },
+
+    rowSelector(filterId: string, subSelector?: string) {
+      const row = `~mlFilterListsTable > ~row-${filterId}`;
+      return !subSelector ? row : `${row} > ${subSelector}`;
+    },
+
+    async filterWithSearchString(filter: string, expectedRowCount: number = 1) {
+      const tableListContainer = await testSubjects.find('mlFilterListTableContainer');
+      const searchBarInput = await tableListContainer.findByClassName('euiFieldSearch');
+      await searchBarInput.clearValueWithKeyboard();
+      await searchBarInput.type(filter);
+
+      const rows = await this.parseFilterListTable();
+      const filteredRows = rows.filter((row) => row.id === filter);
+      expect(filteredRows).to.have.length(
+        expectedRowCount,
+        `Filtered filter list table should have ${expectedRowCount} row(s) for filter '${filter}' (got matching items '${filteredRows}')`
+      );
+    },
+
+    async isFilterListRowSelected(filterId: string): Promise<boolean> {
+      return await testSubjects.isChecked(
+        this.rowSelector(filterId, `checkboxSelectRow-${filterId}`)
+      );
+    },
+
+    async assertFilterListRowSelected(filterId: string, expectedValue: boolean) {
+      const isSelected = await this.isFilterListRowSelected(filterId);
+      expect(isSelected).to.eql(
+        expectedValue,
+        `Expected filter list row for filter list '${filterId}' to be '${
+          expectedValue ? 'selected' : 'deselected'
+        }' (got '${isSelected ? 'selected' : 'deselected'}')`
+      );
+    },
+
+    async selectFilterListRow(filterId: string) {
+      if ((await this.isFilterListRowSelected(filterId)) === false) {
+        await testSubjects.click(this.rowSelector(filterId, `checkboxSelectRow-${filterId}`));
+      }
+
+      await this.assertFilterListRowSelected(filterId, true);
+    },
+
+    async deselectFilterListRow(filterId: string) {
+      if ((await this.isFilterListRowSelected(filterId)) === true) {
+        await testSubjects.click(this.rowSelector(filterId, `checkboxSelectRow-${filterId}`));
+      }
+
+      await this.assertFilterListRowSelected(filterId, false);
+    },
+
+    async assertCreateFilterListButtonEnabled(expectedValue: boolean) {
+      const isEnabled = await testSubjects.isEnabled('mlFilterListsButtonCreate');
+      expect(isEnabled).to.eql(
+        expectedValue,
+        `Expected "create filter list" button to be '${
+          expectedValue ? 'enabled' : 'disabled'
+        }' (got '${isEnabled ? 'enabled' : 'disabled'}')`
+      );
+    },
+
+    async assertDeleteFilterListButtonEnabled(expectedValue: boolean) {
+      const isEnabled = await testSubjects.isEnabled('mlFilterListsDeleteButton');
+      expect(isEnabled).to.eql(
+        expectedValue,
+        `Expected "delete filter list" button to be '${
+          expectedValue ? 'enabled' : 'disabled'
+        }' (got '${isEnabled ? 'enabled' : 'disabled'}')`
+      );
+    },
+
+    async openFilterListEditForm(filterId: string) {
+      await testSubjects.click(this.rowSelector(filterId, 'mlEditFilterListLink'));
+      await testSubjects.existOrFail('mlPageFilterListEdit');
+    },
+
+    async assertEditDescriptionButtonEnabled(expectedValue: boolean) {
+      const isEnabled = await testSubjects.isEnabled('mlFilterListEditDescriptionButton');
+      expect(isEnabled).to.eql(
+        expectedValue,
+        `Expected "edit filter list description" button to be '${
+          expectedValue ? 'enabled' : 'disabled'
+        }' (got '${isEnabled ? 'enabled' : 'disabled'}')`
+      );
+    },
+
+    async assertAddItemButtonEnabled(expectedValue: boolean) {
+      const isEnabled = await testSubjects.isEnabled('mlFilterListAddItemButton');
+      expect(isEnabled).to.eql(
+        expectedValue,
+        `Expected "add item" button to be '${expectedValue ? 'enabled' : 'disabled'}' (got '${
+          isEnabled ? 'enabled' : 'disabled'
+        }')`
+      );
+    },
+
+    async assertDeleteItemButtonEnabled(expectedValue: boolean) {
+      const isEnabled = await testSubjects.isEnabled('mlFilterListDeleteItemButton');
+      expect(isEnabled).to.eql(
+        expectedValue,
+        `Expected "delete item" button to be '${expectedValue ? 'enabled' : 'disabled'}' (got '${
+          isEnabled ? 'enabled' : 'disabled'
+        }')`
+      );
+    },
+
+    filterItemSelector(filterItem: string, subSelector?: string) {
+      const row = `mlGridItem ${filterItem}`;
+      return !subSelector ? row : `${row} > ${subSelector}`;
+    },
+
+    async assertFilterItemExists(filterItem: string) {
+      await testSubjects.existOrFail(this.filterItemSelector(filterItem));
+    },
+
+    async isFilterItemSelected(filterItem: string): Promise<boolean> {
+      return await testSubjects.isChecked(
+        this.filterItemSelector(filterItem, 'mlGridItemCheckbox')
+      );
+    },
+
+    async assertFilterItemSelected(filterItem: string, expectedValue: boolean) {
+      const isSelected = await this.isFilterItemSelected(filterItem);
+      expect(isSelected).to.eql(
+        expectedValue,
+        `Expected filter item '${filterItem}' to be '${
+          expectedValue ? 'selected' : 'deselected'
+        }' (got '${isSelected ? 'selected' : 'deselected'}')`
+      );
+    },
+
+    async selectFilterItem(filterItem: string) {
+      if ((await this.isFilterItemSelected(filterItem)) === false) {
+        await testSubjects.click(this.filterItemSelector(filterItem));
+      }
+
+      await this.assertFilterItemSelected(filterItem, true);
+    },
+
+    async deselectFilterItem(filterItem: string) {
+      if ((await this.isFilterItemSelected(filterItem)) === true) {
+        await testSubjects.click(this.filterItemSelector(filterItem));
+      }
+
+      await this.assertFilterItemSelected(filterItem, false);
+    },
+  };
+}
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 a65ac09a0b056..c6b912d83fae6 100644
--- a/x-pack/test/functional/services/ml/single_metric_viewer.ts
+++ b/x-pack/test/functional/services/ml/single_metric_viewer.ts
@@ -8,6 +8,7 @@ import expect from '@kbn/expect';
 import { FtrProviderContext } from '../../ftr_provider_context';
 
 export function MachineLearningSingleMetricViewerProvider({ getService }: FtrProviderContext) {
+  const comboBox = getService('comboBox');
   const testSubjects = getService('testSubjects');
 
   return {
@@ -15,12 +16,24 @@ export function MachineLearningSingleMetricViewerProvider({ getService }: FtrPro
       await testSubjects.existOrFail('mlNoSingleMetricJobsFound');
     },
 
-    async assertForecastButtonExistsExsist() {
+    async assertForecastButtonExists() {
       await testSubjects.existOrFail(
         'mlSingleMetricViewerSeriesControls > mlSingleMetricViewerButtonForecast'
       );
     },
 
+    async assertForecastButtonEnabled(expectedValue: boolean) {
+      const isEnabled = await testSubjects.isEnabled(
+        'mlSingleMetricViewerSeriesControls > mlSingleMetricViewerButtonForecast'
+      );
+      expect(isEnabled).to.eql(
+        expectedValue,
+        `Expected "forecast" button to be '${expectedValue ? 'enabled' : 'disabled'}' (got '${
+          isEnabled ? 'enabled' : 'disabled'
+        }')`
+      );
+    },
+
     async assertDetectorInputExsist() {
       await testSubjects.existOrFail(
         'mlSingleMetricViewerSeriesControls > mlSingleMetricViewerDetectorSelect'
@@ -46,6 +59,28 @@ export function MachineLearningSingleMetricViewerProvider({ getService }: FtrPro
       await this.assertDetectorInputValue(detectorOptionValue);
     },
 
+    async assertEntityInputExsist(entityFieldName: string) {
+      await testSubjects.existOrFail(`mlSingleMetricViewerEntitySelection ${entityFieldName}`);
+    },
+
+    async assertEntityInputSelection(entityFieldName: string, expectedIdentifier: string[]) {
+      const comboBoxSelectedOptions = await comboBox.getComboBoxSelectedOptions(
+        `mlSingleMetricViewerEntitySelection ${entityFieldName}  > comboBoxInput`
+      );
+      expect(comboBoxSelectedOptions).to.eql(
+        expectedIdentifier,
+        `Expected entity field selection for '${entityFieldName}' to be '${expectedIdentifier}' (got '${comboBoxSelectedOptions}')`
+      );
+    },
+
+    async selectEntityValue(entityFieldName: string, entityFieldValue: string) {
+      await comboBox.set(
+        `mlSingleMetricViewerEntitySelection ${entityFieldName}  > comboBoxInput`,
+        entityFieldValue
+      );
+      await this.assertEntityInputSelection(entityFieldName, [entityFieldValue]);
+    },
+
     async assertChartExsist() {
       await testSubjects.existOrFail('mlSingleMetricViewerChart');
     },
@@ -55,5 +90,32 @@ export function MachineLearningSingleMetricViewerProvider({ getService }: FtrPro
         timeout: 30 * 1000,
       });
     },
+
+    async openForecastModal() {
+      await testSubjects.click(
+        'mlSingleMetricViewerSeriesControls > mlSingleMetricViewerButtonForecast'
+      );
+      await testSubjects.existOrFail('mlModalForecast');
+    },
+
+    async closeForecastModal() {
+      await testSubjects.click('mlModalForecast > mlModalForecastButtonClose');
+      await testSubjects.missingOrFail('mlModalForecast');
+    },
+
+    async assertForecastModalRunButtonEnabled(expectedValue: boolean) {
+      const isEnabled = await testSubjects.isEnabled('mlModalForecast > mlModalForecastButtonRun');
+      expect(isEnabled).to.eql(
+        expectedValue,
+        `Expected forecast "run" button to be '${expectedValue ? 'enabled' : 'disabled'}' (got '${
+          isEnabled ? 'enabled' : 'disabled'
+        }')`
+      );
+    },
+
+    async openAnomalyExplorer() {
+      await testSubjects.click('mlAnomalyResultsViewSelectorExplorer');
+      await testSubjects.existOrFail('mlPageAnomalyExplorer');
+    },
   };
 }
diff --git a/x-pack/test/functional/services/transform/security_ui.ts b/x-pack/test/functional/services/transform/security_ui.ts
index 9c167e429941f..ced4625d0eb0e 100644
--- a/x-pack/test/functional/services/transform/security_ui.ts
+++ b/x-pack/test/functional/services/transform/security_ui.ts
@@ -31,5 +31,9 @@ export function TransformSecurityUIProvider(
     async loginAsTransformViewer() {
       await this.loginAs(USER.TRANSFORM_VIEWER);
     },
+
+    async logout() {
+      await PageObjects.security.forceLogout();
+    },
   };
 }
diff --git a/x-pack/test/functional/services/transform/transform_table.ts b/x-pack/test/functional/services/transform/transform_table.ts
index 37d8b6e51072f..77e52b642261b 100644
--- a/x-pack/test/functional/services/transform/transform_table.ts
+++ b/x-pack/test/functional/services/transform/transform_table.ts
@@ -116,12 +116,19 @@ export function TransformTableProvider({ getService }: FtrProviderContext) {
       await testSubjects.existOrFail('transformListTable loaded', { timeout: 30 * 1000 });
     }
 
-    public async filterWithSearchString(filter: string) {
+    public async filterWithSearchString(filter: string, expectedRowCount: number = 1) {
       await this.waitForTransformsToLoad();
       const tableListContainer = await testSubjects.find('transformListTableContainer');
       const searchBarInput = await tableListContainer.findByClassName('euiFieldSearch');
       await searchBarInput.clearValueWithKeyboard();
       await searchBarInput.type(filter);
+
+      const rows = await this.parseTransformTable();
+      const filteredRows = rows.filter((row) => row.id === filter);
+      expect(filteredRows).to.have.length(
+        expectedRowCount,
+        `Filtered DFA job table should have ${expectedRowCount} row(s) for filter '${filter}' (got matching items '${filteredRows}')`
+      );
     }
 
     public async assertTransformRowFields(transformId: string, expectedRow: object) {