diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index eb3cec61..a22978f5 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -20,7 +20,8 @@ jobs:
           fetch-depth: 0
           token: ${{ secrets.PAT }}
 
-      - uses: actions/setup-python@v4
+      - name: Set up Python ${{ matrix.python-version }}
+        uses: actions/setup-python@v4
         with:
           python-version: ${{ matrix.python-version }}
           cache: "pip"
@@ -28,7 +29,7 @@ jobs:
 
       - name: Install dependencies
         run: |
-          python${{ matrix.python-version }} -m pip install --upgrade pip build
+          python${{ matrix.python-version }} -m pip install --upgrade pip packaging wheel build
           python${{ matrix.python-version }} -m pip install `grep numpy== requirements/ubuntu-latest_py${{ matrix.python-version }}_extras.txt`
           python${{ matrix.python-version }} -m pip install -r requirements/ubuntu-latest_py${{ matrix.python-version }}_extras.txt
           python${{ matrix.python-version }} -m pip install --no-deps .[server]