diff --git a/.github/workflows/job-precommit-python-avro-io.yml b/.github/workflows/job-precommit-python-avro-io.yml
new file mode 100644
index 000000000000..c27d8a205736
--- /dev/null
+++ b/.github/workflows/job-precommit-python-avro-io.yml
@@ -0,0 +1,72 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you under the Apache License, Version 2.0 (the
+# "License"); you may not use this file except in compliance
+# with the License.  You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing,
+# software distributed under the License is distributed on an
+# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+# KIND, either express or implied.  See the License for the
+# specific language governing permissions and limitations
+# under the License.
+
+# This workflow will run the test of python Avro IO class.
+
+name: Python Avro IO
+
+on:
+  schedule:
+    - cron: '0 */6 * * *'
+  push:
+    branches: ['master', 'release-*']
+    tags: ['v*']
+  pull_request:
+    branches: ['master', 'release-*']
+    tags: ['v*']
+#    paths: ['sdks/python/apache_beam/io/avroio.py',
+#            'sdks/python/apache_beam/io/avroio_test.py']
+permissions: read-all
+
+jobs:
+  set-properties:
+    runs-on: self-hosted
+    outputs:
+      properties: ${{ steps.test-properties.outputs.properties }}
+    steps:
+      - name: Checkout code
+        uses: actions/checkout@v3
+        with:
+          ref: ${{ github.event.pull_request.head.sha }}
+          persist-credentials: false
+      - id: test-properties
+        uses: ./.github/actions/setup-default-test-properties
+
+  python_avro_io:
+    needs: set-properties
+    name: Python Avro IO
+    runs-on: self-hosted
+    strategy:
+      fail-fast: false
+      matrix:
+        version: ${{fromJson(needs.set-properties.outputs.properties).PythonTestProperties.ALL_SUPPORTED_VERSIONS}}
+        tox-env: ${{fromJson(needs.set-properties.outputs.properties).PythonTestProperties.TOX_ENV}}
+    steps:
+      - name: Checkout code
+        uses: actions/checkout@v3
+        with:
+          ref: ${{ github.event.pull_request.head.sha }}
+          persist-credentials: false
+      - name: Set python version
+        run: echo "PYTHON_VERSION=$(echo ${{ matrix.version }} | sed -e 's/\.//g')" >> $GITHUB_ENV
+      - name: Setup environment
+        uses: ./.github/actions/setup-self-hosted-action
+      - name: Run Tox Tests
+        uses: ./.github/actions/gradle-command-self-hosted-action
+        with:
+          gradle-command: :sdks:python:test-suites:tox:py${{env.PYTHON_VERSION}}:testPy${{env.PYTHON_VERSION}}${{matrix.tox-env}}
+          arguments: "-Pposargs=apache_beam/io/avroio_test.py"
diff --git a/.github/workflows/job-precommit-python-azure-io.yml b/.github/workflows/job-precommit-python-azure-io.yml
new file mode 100644
index 000000000000..7e32b13cce7e
--- /dev/null
+++ b/.github/workflows/job-precommit-python-azure-io.yml
@@ -0,0 +1,73 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you under the Apache License, Version 2.0 (the
+# "License"); you may not use this file except in compliance
+# with the License.  You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing,
+# software distributed under the License is distributed on an
+# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+# KIND, either express or implied.  See the License for the
+# specific language governing permissions and limitations
+# under the License.
+
+# This workflow will run the test of python Azure IO class.
+
+name: Python Azure IO
+
+on:
+  schedule:
+    - cron: '0 */6 * * *'
+  push:
+    branches: ['master', 'release-*']
+    tags: ['v*']
+  pull_request:
+    branches: ['master', 'release-*']
+    tags: ['v*']
+#    paths: ['sdks/python/apache_beam/io/azure/**']
+permissions: read-all
+
+jobs:
+  set-properties:
+    runs-on: self-hosted
+    outputs:
+      properties: ${{ steps.test-properties.outputs.properties }}
+    steps:
+      - name: Checkout code
+        uses: actions/checkout@v3
+        with:
+          ref: ${{ github.event.pull_request.head.sha }}
+          persist-credentials: false
+      - id: test-properties
+        uses: ./.github/actions/setup-default-test-properties
+
+  python_azure_io:
+    needs: set-properties
+    name: Python Azure IO
+    runs-on: self-hosted
+    strategy:
+      fail-fast: false
+      matrix:
+        version: ${{fromJson(needs.set-properties.outputs.properties).PythonTestProperties.ALL_SUPPORTED_VERSIONS}}
+        tox-env: ${{fromJson(needs.set-properties.outputs.properties).PythonTestProperties.TOX_ENV}}
+    steps:
+      - name: Checkout code
+        uses: actions/checkout@v3
+        with:
+          ref: ${{ github.event.pull_request.head.sha }}
+          persist-credentials: false
+      - name: Set python version
+        run: echo "PYTHON_VERSION=$(echo ${{ matrix.version }} | sed -e 's/\.//g')" >> $GITHUB_ENV
+      - name: Setup environment
+        uses: ./.github/actions/setup-self-hosted-action
+        with:
+          requires-go-18: false
+      - name: Run Tox Tests
+        uses: ./.github/actions/gradle-command-self-hosted-action
+        with:
+          gradle-command: :sdks:python:test-suites:tox:py${{env.PYTHON_VERSION}}:testPy${{env.PYTHON_VERSION}}${{matrix.tox-env}}
+          arguments: "-Pposargs=apache_beam/io/azure/"
\ No newline at end of file
diff --git a/.github/workflows/job-precommit-python-flink-io.yml b/.github/workflows/job-precommit-python-flink-io.yml
new file mode 100644
index 000000000000..4e0797b13a4c
--- /dev/null
+++ b/.github/workflows/job-precommit-python-flink-io.yml
@@ -0,0 +1,73 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you under the Apache License, Version 2.0 (the
+# "License"); you may not use this file except in compliance
+# with the License.  You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing,
+# software distributed under the License is distributed on an
+# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+# KIND, either express or implied.  See the License for the
+# specific language governing permissions and limitations
+# under the License.
+
+# This workflow will run the test of python Flink IO class.
+
+name: Python Flink IO
+
+on:
+  schedule:
+    - cron: '0 */6 * * *'
+  push:
+    branches: ['master', 'release-*']
+    tags: ['v*']
+  pull_request:
+    branches: ['master', 'release-*']
+    tags: ['v*']
+#    paths: ['sdks/python/apache_beam/io/flink/**']
+permissions: read-all
+
+jobs:
+  set-properties:
+    runs-on: self-hosted
+    outputs:
+      properties: ${{ steps.test-properties.outputs.properties }}
+    steps:
+      - name: Checkout code
+        uses: actions/checkout@v3
+        with:
+          ref: ${{ github.event.pull_request.head.sha }}
+          persist-credentials: false
+      - id: test-properties
+        uses: ./.github/actions/setup-default-test-properties
+
+  python_flink_io:
+    needs: set-properties
+    name: Python Flink IO
+    runs-on: self-hosted
+    strategy:
+      fail-fast: false
+      matrix:
+        version: ${{fromJson(needs.set-properties.outputs.properties).PythonTestProperties.ALL_SUPPORTED_VERSIONS}}
+        tox-env: ${{fromJson(needs.set-properties.outputs.properties).PythonTestProperties.TOX_ENV}}
+    steps:
+      - name: Checkout code
+        uses: actions/checkout@v3
+        with:
+          ref: ${{ github.event.pull_request.head.sha }}
+          persist-credentials: false
+      - name: Set python version
+        run: echo "PYTHON_VERSION=$(echo ${{ matrix.version }} | sed -e 's/\.//g')" >> $GITHUB_ENV
+      - name: Setup environment
+        uses: ./.github/actions/setup-self-hosted-action
+        with:
+          requires-go-18: false
+      - name: Run Tox Tests
+        uses: ./.github/actions/gradle-command-self-hosted-action
+        with:
+          gradle-command: :sdks:python:test-suites:tox:py${{env.PYTHON_VERSION}}:testPy${{env.PYTHON_VERSION}}${{matrix.tox-env}}
+          arguments: "-Pposargs=apache_beam/io/flink/"
\ No newline at end of file
diff --git a/.github/workflows/job-precommit-python-gcp-io.yml b/.github/workflows/job-precommit-python-gcp-io.yml
new file mode 100644
index 000000000000..005507e56b29
--- /dev/null
+++ b/.github/workflows/job-precommit-python-gcp-io.yml
@@ -0,0 +1,73 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you under the Apache License, Version 2.0 (the
+# "License"); you may not use this file except in compliance
+# with the License.  You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing,
+# software distributed under the License is distributed on an
+# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+# KIND, either express or implied.  See the License for the
+# specific language governing permissions and limitations
+# under the License.
+
+# This workflow will run the test of python GCP IO classes.
+
+name: Python GCP IO
+
+on:
+  schedule:
+    - cron: '0 */6 * * *'
+  push:
+    branches: ['master', 'release-*']
+    tags: ['v*']
+  pull_request:
+    branches: ['master', 'release-*']
+    tags: ['v*']
+#    paths: ['sdks/python/apache_beam/io/gcp/**']
+permissions: read-all
+
+jobs:
+  set-properties:
+    runs-on: self-hosted
+    outputs:
+      properties: ${{ steps.test-properties.outputs.properties }}
+    steps:
+      - name: Checkout code
+        uses: actions/checkout@v3
+        with:
+          ref: ${{ github.event.pull_request.head.sha }}
+          persist-credentials: false
+      - id: test-properties
+        uses: ./.github/actions/setup-default-test-properties
+
+  python_gcp_io:
+    needs: set-properties
+    name: Python GCP IO
+    runs-on: self-hosted
+    strategy:
+      fail-fast: false
+      matrix:
+        version: ${{fromJson(needs.set-properties.outputs.properties).PythonTestProperties.ALL_SUPPORTED_VERSIONS}}
+        tox-env: ${{fromJson(needs.set-properties.outputs.properties).PythonTestProperties.TOX_ENV}}
+    steps:
+      - name: Checkout code
+        uses: actions/checkout@v3
+        with:
+          ref: ${{ github.event.pull_request.head.sha }}
+          persist-credentials: false
+      - name: Set python version
+        run: echo "PYTHON_VERSION=$(echo ${{ matrix.version }} | sed -e 's/\.//g')" >> $GITHUB_ENV
+      - name: Setup environment
+        uses: ./.github/actions/setup-self-hosted-action
+        with:
+          requires-go-18: false
+      - name: Run Tox Tests
+        uses: ./.github/actions/gradle-command-self-hosted-action
+        with:
+          gradle-command: :sdks:python:test-suites:tox:py${{env.PYTHON_VERSION}}:testPy${{env.PYTHON_VERSION}}${{matrix.tox-env}}
+          arguments: "-Pposargs=apache_beam/io/gcp/"
\ No newline at end of file
diff --git a/.github/workflows/job-precommit-python-hadoop-io.yml b/.github/workflows/job-precommit-python-hadoop-io.yml
new file mode 100644
index 000000000000..5f403e17f971
--- /dev/null
+++ b/.github/workflows/job-precommit-python-hadoop-io.yml
@@ -0,0 +1,74 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you under the Apache License, Version 2.0 (the
+# "License"); you may not use this file except in compliance
+# with the License.  You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing,
+# software distributed under the License is distributed on an
+# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+# KIND, either express or implied.  See the License for the
+# specific language governing permissions and limitations
+# under the License.
+
+# This workflow will run the test of python Hadoop IO class.
+
+name: Python Hadoop IO
+
+on:
+  schedule:
+    - cron: '0 */6 * * *'
+  push:
+    branches: ['master', 'release-*']
+    tags: ['v*']
+  pull_request:
+    branches: ['master', 'release-*']
+    tags: ['v*']
+#    paths: ['sdks/python/apache_beam/io/hadoopfilesystem.py',
+#      'sdks/python/apache_beam/io/hadoopfilesystem_test.py']
+permissions: read-all
+
+jobs:
+  set-properties:
+    runs-on: self-hosted
+    outputs:
+      properties: ${{ steps.test-properties.outputs.properties }}
+    steps:
+      - name: Checkout code
+        uses: actions/checkout@v3
+        with:
+          ref: ${{ github.event.pull_request.head.sha }}
+          persist-credentials: false
+      - id: test-properties
+        uses: ./.github/actions/setup-default-test-properties
+
+  python_hadoop_io:
+    needs: set-properties
+    name: Python Hadoop IO
+    runs-on: self-hosted
+    strategy:
+      fail-fast: false
+      matrix:
+        version: ${{fromJson(needs.set-properties.outputs.properties).PythonTestProperties.ALL_SUPPORTED_VERSIONS}}
+        tox-env: ${{fromJson(needs.set-properties.outputs.properties).PythonTestProperties.TOX_ENV}}
+    steps:
+      - name: Checkout code
+        uses: actions/checkout@v3
+        with:
+          ref: ${{ github.event.pull_request.head.sha }}
+          persist-credentials: false
+      - name: Set python version
+        run: echo "PYTHON_VERSION=$(echo ${{ matrix.version }} | sed -e 's/\.//g')" >> $GITHUB_ENV
+      - name: Setup environment
+        uses: ./.github/actions/setup-self-hosted-action
+        with:
+          requires-go-18: false
+      - name: Run Tox Tests
+        uses: ./.github/actions/gradle-command-self-hosted-action
+        with:
+          gradle-command: :sdks:python:test-suites:tox:py${{env.PYTHON_VERSION}}:testPy${{env.PYTHON_VERSION}}${{matrix.tox-env}}
+          arguments: "-Pposargs=apache_beam/io/hadoopfilesystem_test.py"
\ No newline at end of file
diff --git a/.github/workflows/job-precommit-python-ml.yml b/.github/workflows/job-precommit-python-ml.yml
new file mode 100644
index 000000000000..d0d2b4a9d8c0
--- /dev/null
+++ b/.github/workflows/job-precommit-python-ml.yml
@@ -0,0 +1,73 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you under the Apache License, Version 2.0 (the
+# "License"); you may not use this file except in compliance
+# with the License.  You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing,
+# software distributed under the License is distributed on an
+# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+# KIND, either express or implied.  See the License for the
+# specific language governing permissions and limitations
+# under the License.
+
+# This workflow will run the test of python ML classes.
+
+name: Python ML
+
+on:
+  schedule:
+    - cron: '0 */6 * * *'
+  push:
+    branches: ['master', 'release-*']
+    tags: ['v*']
+  pull_request:
+    branches: ['master', 'release-*']
+    tags: ['v*']
+#    paths: ['sdks/python/apache_beam/ml/**']
+permissions: read-all
+
+jobs:
+  set-properties:
+    runs-on: self-hosted
+    outputs:
+      properties: ${{ steps.test-properties.outputs.properties }}
+    steps:
+      - name: Checkout code
+        uses: actions/checkout@v3
+        with:
+          ref: ${{ github.event.pull_request.head.sha }}
+          persist-credentials: false
+      - id: test-properties
+        uses: ./.github/actions/setup-default-test-properties
+
+  python_ml:
+    needs: set-properties
+    name: Python ML
+    runs-on: self-hosted
+    strategy:
+      fail-fast: false
+      matrix:
+        version: ${{fromJson(needs.set-properties.outputs.properties).PythonTestProperties.ALL_SUPPORTED_VERSIONS}}
+        tox-env: ${{fromJson(needs.set-properties.outputs.properties).PythonTestProperties.TOX_ENV}}
+    steps:
+      - name: Checkout code
+        uses: actions/checkout@v3
+        with:
+          ref: ${{ github.event.pull_request.head.sha }}
+          persist-credentials: false
+      - name: Set python version
+        run: echo "PYTHON_VERSION=$(echo ${{ matrix.version }} | sed -e 's/\.//g')" >> $GITHUB_ENV
+      - name: Setup environment
+        uses: ./.github/actions/setup-self-hosted-action
+        with:
+          requires-go-18: false
+      - name: Run Tox Tests
+        uses: ./.github/actions/gradle-command-self-hosted-action
+        with:
+          gradle-command: :sdks:python:test-suites:tox:py${{env.PYTHON_VERSION}}:testPy${{env.PYTHON_VERSION}}${{matrix.tox-env}}
+          arguments: "-Pposargs=apache_beam/ml/"
\ No newline at end of file
diff --git a/CI.md b/CI.md
index ee911584f7f0..4671364ffd7e 100644
--- a/CI.md
+++ b/CI.md
@@ -133,9 +133,14 @@ Service Account shall have following permissions ([IAM roles](https://cloud.goog
 | PreCommit   | Yes              | Yes                   | Yes           | Yes               |
 
 ### PreCommit Workflows
-| Workflow                                                                         | Description             | Requires GCP Credentials  |
-|----------------------------------------------------------------------------------|-------------------------|---------------------------|
-| [job-precommit-placeholder.yml](.github/workflows/job-precommit-placeholder.yml) | Description placeholder | Yes/No                    |
+| Workflow                                                                                   | Description                      | Requires GCP Credentials |
+|--------------------------------------------------------------------------------------------|----------------------------------|--------------------------|
+| [job-precommit-python-avro-io.yml](.github/workflows/job-precommit-python-avro-io.yml)     | Runs Python Avro IO Unit Tests   | No                       |
+| [job-precommit-python-azure-io.yml](.github/workflows/job-precommit-python-azure-io.yml)   | Runs Python Azure IO Unit Tests  | No                       |
+| [job-precommit-python-flink-io.yml](.github/workflows/job-precommit-python-flink-io.yml)   | Runs Python Flink IO Unit Tests  | No                       |
+| [job-precommit-python-gcp-io.yml](.github/workflows/job-precommit-python-gcp-io.yml)       | Runs Python GCP IO Unit Tests    | No                       |
+| [job-precommit-python-hadoop-io.yml](.github/workflows/job-precommit-python-hadoop-io.yml) | Runs Python Hadoop IO Unit Tests | No                       |
+| [job-precommit-python-ml.yml](.github/workflows/job-precommit-python-ml.yml)               | Runs Python ML Unit Tests        | No                       |
 
 ### PostCommit Workflows
 | Workflow                                                                           | Description             | Requires GCP Credentials |
diff --git a/sdks/python/test-suites/tox/common.gradle b/sdks/python/test-suites/tox/common.gradle
index 99afc1d72557..c9b707575aba 100644
--- a/sdks/python/test-suites/tox/common.gradle
+++ b/sdks/python/test-suites/tox/common.gradle
@@ -17,14 +17,15 @@
  */
 
 def pythonVersionSuffix = project.ext.pythonVersion.replace('.', '')
+def posargs =  project.hasProperty('posargs') ? project.posargs : ''
 
-toxTask "testPython${pythonVersionSuffix}", "py${pythonVersionSuffix}"
+toxTask "testPython${pythonVersionSuffix}", "py${pythonVersionSuffix}", posargs
 test.dependsOn "testPython${pythonVersionSuffix}"
 
-toxTask "testPy${pythonVersionSuffix}Cloud", "py${pythonVersionSuffix}-cloud"
+toxTask "testPy${pythonVersionSuffix}Cloud", "py${pythonVersionSuffix}-cloud", posargs
 test.dependsOn "testPy${pythonVersionSuffix}Cloud"
 
-toxTask "testPy${pythonVersionSuffix}Cython", "py${pythonVersionSuffix}-cython"
+toxTask "testPy${pythonVersionSuffix}Cython", "py${pythonVersionSuffix}-cython", posargs
 test.dependsOn "testPy${pythonVersionSuffix}Cython"
 
 toxTask "testPy38CloudCoverage", "py38-cloudcoverage"