diff --git a/.github/workflows/build.yaml b/.github/workflows/build.yaml
index 27e360bba..67af4dafc 100644
--- a/.github/workflows/build.yaml
+++ b/.github/workflows/build.yaml
@@ -68,19 +68,17 @@ jobs:
       run_script: "ci/build_docs.sh"
   wheel-build:
     secrets: inherit
-    uses: rapidsai/shared-action-workflows/.github/workflows/wheels-manylinux-build.yml@branch-23.08
+    uses: rapidsai/shared-action-workflows/.github/workflows/wheels-build.yaml@branch-23.08
     with:
       build_type: ${{ inputs.build_type || 'branch' }}
       branch: ${{ inputs.branch }}
       sha: ${{ inputs.sha }}
       date: ${{ inputs.date }}
-      package-name: rmm
-      package-dir: python
-      skbuild-configure-options: "-DRMM_BUILD_WHEELS=ON"
+      script: ci/build_wheel.sh
   wheel-publish:
     needs: wheel-build
     secrets: inherit
-    uses: rapidsai/shared-action-workflows/.github/workflows/wheels-manylinux-publish.yml@branch-23.08
+    uses: rapidsai/shared-action-workflows/.github/workflows/wheels-publish.yaml@branch-23.08
     with:
       build_type: ${{ inputs.build_type || 'branch' }}
       branch: ${{ inputs.branch }}
diff --git a/.github/workflows/pr.yaml b/.github/workflows/pr.yaml
index 59cce5312..f5b7e3bf5 100644
--- a/.github/workflows/pr.yaml
+++ b/.github/workflows/pr.yaml
@@ -64,18 +64,14 @@ jobs:
   wheel-build:
     needs: checks
     secrets: inherit
-    uses: rapidsai/shared-action-workflows/.github/workflows/wheels-manylinux-build.yml@branch-23.08
+    uses: rapidsai/shared-action-workflows/.github/workflows/wheels-build.yaml@branch-23.08
     with:
       build_type: pull-request
-      package-dir: python
-      package-name: rmm
-      skbuild-configure-options: "-DRMM_BUILD_WHEELS=ON"
+      script: ci/build_wheel.sh
   wheel-tests:
     needs: wheel-build
     secrets: inherit
-    uses: rapidsai/shared-action-workflows/.github/workflows/wheels-manylinux-test.yml@branch-23.08
+    uses: rapidsai/shared-action-workflows/.github/workflows/wheels-test.yaml@branch-23.08
     with:
       build_type: pull-request
-      package-name: rmm
-      test-unittest: "python -m pytest ./python/rmm/tests"
-      test-smoketest: "python ./ci/wheel_smoke_test.py"
+      script: ci/test_wheel.sh
diff --git a/.github/workflows/test.yaml b/.github/workflows/test.yaml
index 0c22c5daf..544147d98 100644
--- a/.github/workflows/test.yaml
+++ b/.github/workflows/test.yaml
@@ -32,11 +32,10 @@ jobs:
       sha: ${{ inputs.sha }}
   wheel-tests:
     secrets: inherit
-    uses: rapidsai/shared-action-workflows/.github/workflows/wheels-manylinux-test.yml@branch-23.08
+    uses: rapidsai/shared-action-workflows/.github/workflows/wheels-test.yml@branch-23.08
     with:
       build_type: nightly
       branch: ${{ inputs.branch }}
       date: ${{ inputs.date }}
       sha: ${{ inputs.sha }}
-      package-name: rmm
-      test-unittest: "python -m pytest ./python/rmm/tests"
+      script: ci/test_wheel.sh
diff --git a/ci/build_wheel.sh b/ci/build_wheel.sh
new file mode 100755
index 000000000..09c1e104e
--- /dev/null
+++ b/ci/build_wheel.sh
@@ -0,0 +1,26 @@
+#!/bin/bash
+# Copyright (c) 2023, NVIDIA CORPORATION.
+
+set -euo pipefail
+
+source rapids-configure-sccache
+source rapids-date-string
+
+# Use gha-tools rapids-pip-wheel-version to generate wheel version then
+# update the necessary files
+version_override="$(rapids-pip-wheel-version ${RAPIDS_DATE_STRING})"
+
+RAPIDS_PY_CUDA_SUFFIX="$(rapids-wheel-ctk-name-gen ${RAPIDS_CUDA_VERSION})"
+
+ci/release/apply_wheel_modifications.sh ${version_override} "-${RAPIDS_PY_CUDA_SUFFIX}"
+echo "The package name and/or version was modified in the package source. The git diff is:"
+git diff
+
+cd python
+
+SKBUILD_CONFIGURE_OPTIONS="-DRMM_BUILD_WHEELS=ON" python -m pip wheel . -w dist -vvv --no-deps --disable-pip-version-check
+
+mkdir -p final_dist
+python -m auditwheel repair -w final_dist dist/*
+
+RAPIDS_PY_WHEEL_NAME="rmm_${RAPIDS_PY_CUDA_SUFFIX}" rapids-upload-wheels-to-s3 final_dist
diff --git a/ci/test_wheel.sh b/ci/test_wheel.sh
new file mode 100755
index 000000000..4b03022f8
--- /dev/null
+++ b/ci/test_wheel.sh
@@ -0,0 +1,17 @@
+#!/bin/bash
+# Copyright (c) 2023, NVIDIA CORPORATION.
+
+set -eou pipefail
+
+RAPIDS_PY_CUDA_SUFFIX="$(rapids-wheel-ctk-name-gen ${RAPIDS_CUDA_VERSION})"
+RAPIDS_PY_WHEEL_NAME="rmm_${RAPIDS_PY_CUDA_SUFFIX}" rapids-download-wheels-from-s3 ./dist
+
+# echo to expand wildcard before adding `[extra]` requires for pip
+python -m pip install $(echo ./dist/rmm*.whl)[test]
+
+# Run smoke tests for aarch64 pull requests
+if [ "$(arch)" == "aarch64" && ${RAPIDS_BUILD_TYPE} == "pull-request" ]; then
+    python ./ci/wheel_smoke_test.py
+else
+    python -m pytest ./python/rmm/tests
+fi