diff --git a/.github/workflows/python-ci.yml b/.github/workflows/python-ci.yml
index 8b4f16dd0f..0e0b0c0f62 100644
--- a/.github/workflows/python-ci.yml
+++ b/.github/workflows/python-ci.yml
@@ -65,4 +65,22 @@ jobs:
     - name: Linters
       run: make lint
     - name: Tests
-      run: make test-coverage
+      run: make test-coverage-unit
+
+  integration-test:
+    runs-on: ubuntu-22.04
+    strategy:
+      matrix:
+        python: ['3.9', '3.10', '3.11', '3.12']
+
+    steps:
+    - uses: actions/checkout@v4
+    - name: Install system dependencies
+      run: sudo apt-get update && sudo apt-get install -y libkrb5-dev # for kerberos
+    - name: Install
+      run: make install
+    - name: Run integration tests
+      run: make test-coverage-integration
+    - name: Show debug logs
+      if: ${{ failure() }}
+      run: docker compose -f dev/docker-compose.yml logs
diff --git a/.github/workflows/python-integration.yml b/.github/workflows/python-integration.yml
deleted file mode 100644
index 9b4efc4111..0000000000
--- a/.github/workflows/python-integration.yml
+++ /dev/null
@@ -1,61 +0,0 @@
-#
-# 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.
-#
-
-name: "Python Integration"
-
-on:
-  push:
-    branches:
-    - 'main'
-  pull_request:
-    paths:
-    - '**'                                       # Include all files and directories in the repository by default.
-    - '!.github/workflows/**'                    # Exclude all workflow files
-    - '.github/workflows/python-integration.yml' # except the current file.
-    - '!.github/ISSUE_TEMPLATE/**'               # Exclude files and directories that don't impact tests or code like templates, metadata, and documentation.
-    - '!.gitignore'
-    - '!.asf.yml'
-    - '!mkdocs/**'
-    - '!.gitattributes'
-    - '!README.md'
-    - '!CONTRIBUTING.md'
-    - '!LICENSE'
-    - '!NOTICE'
-
-concurrency:
-  group: ${{ github.workflow }}-${{ github.ref }}
-  cancel-in-progress: ${{ github.event_name == 'pull_request' }}
-
-jobs:
-  integration-test:
-    runs-on: ubuntu-22.04
-
-    steps:
-    - uses: actions/checkout@v4
-      with:
-        fetch-depth: 2
-    - name: Install system dependencies
-      run: sudo apt-get update && sudo apt-get install -y libkrb5-dev # for kerberos
-    - name: Install
-      run: make install
-    - name: Run integration tests
-      run: make test-integration
-    - name: Show debug logs
-      if: ${{ failure() }}
-      run: docker compose -f dev/docker-compose.yml logs