diff --git a/.github/workflows/python-package.yml b/.github/workflows/python-package.yml
index 5e16a4da79..54a24c2bf5 100644
--- a/.github/workflows/python-package.yml
+++ b/.github/workflows/python-package.yml
@@ -65,8 +65,8 @@ jobs:
       if: ${{ (matrix.os == 'windows') }}
       run: |
         .\venv\Scripts\activate
-        pip install --upgrade pip
-        pip install -r requirements-dev.txt
+        pip3 install --upgrade --user pip
+        pip3 install --user -r requirements-dev.txt
 
     - name: Override pyarrow
       if: ${{ matrix.pyarrow-version }}