diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index abf7a0ce0..7aebf6ed1 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -108,13 +108,14 @@ jobs:
         uses: actions/checkout@v2
       -
         name: Install pipenv
-        run: pip install pipenv
+        run: pipx install pipenv
       -
         name: Set up Python
         uses: actions/setup-python@v2
         with:
           python-version: "${{ matrix.python-version }}"
           cache: "pipenv"
+          cache-dependency-path: 'Pipfile.lock'
       -
         name: Install system dependencies
         run: |
@@ -123,7 +124,6 @@ jobs:
       -
         name: Install Python dependencies
         run: |
-          pip install --upgrade pipenv
           pipenv install --dev --ignore-pipfile
       -
         name: Tests