diff --git a/.github/workflows/python.yml b/.github/workflows/python.yml
index 45efd305aa8f6..d5de099464677 100644
--- a/.github/workflows/python.yml
+++ b/.github/workflows/python.yml
@@ -188,6 +188,10 @@ jobs:
           python -m pip install \
             -r python/requirements-build.txt \
             -r python/requirements-test.txt
+      - name: Install MinIO
+        run: |
+          $(brew --prefix bash)/bin/bash \
+            ci/scripts/install_minio.sh latest /usr/local
       - name: Setup ccache
         shell: bash
         run: ci/scripts/ccache_setup.sh
diff --git a/dev/tasks/python-wheels/github.osx.yml b/dev/tasks/python-wheels/github.osx.yml
index 5d85e7905726e..4f54719feef66 100644
--- a/dev/tasks/python-wheels/github.osx.yml
+++ b/dev/tasks/python-wheels/github.osx.yml
@@ -128,6 +128,11 @@ jobs:
           PIPX_BASE_PYTHON: {{ '${{ steps.gcs-python-install.outputs.python-path }}' }}
         run: arrow/ci/scripts/install_gcs_testbench.sh default
 
+      - name: Install MinIO
+        run: |
+          $(brew --prefix bash)/bin/bash \
+            arrow/ci/scripts/install_minio.sh latest /usr/local
+
       - name: Test Wheel
         env:
           PYTEST_ADDOPTS: "-k 'not test_cancellation'"