diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index c6853ae..5350128 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -118,8 +118,11 @@ jobs:
           cache: "pip"
           cache-dependency-path: "requirements/*.txt"
 
-      - name: "Update pip and install Nox"
-        run: "python -m pip install pip nox -c requirements/constraints.txt"
+      - name: "Install pip and wheel"
+        run: "python -m pip install --upgrade pip wheel -c requirements/constraints.txt"
+
+      - name: "Install Nox"
+        run: "python -m pip install nox -c requirements/constraints.txt"
 
       - name: "Run '${{ matrix.nox_session }}' Nox session"
         run: "nox -s ${{ matrix.nox_session }}"