diff --git a/.github/workflows/production-suite.yml b/.github/workflows/production-suite.yml
index 0bbd88a273..2036ddcca1 100644
--- a/.github/workflows/production-suite.yml
+++ b/.github/workflows/production-suite.yml
@@ -68,22 +68,22 @@ jobs:
         uses: actions/cache@v2
         with:
           path: /srv/zulip-npm-cache
-          key: v1-yarn-deps-${{ github.job }}-${{ hashFiles('package.json') }}-${{ hashFiles('yarn.lock') }}
-          restore-keys: v1-yarn-deps-${{ github.job }}
+          key: v1-yarn-deps-bionic-${{ hashFiles('package.json') }}-${{ hashFiles('yarn.lock') }}
+          restore-keys: v1-yarn-deps-bionic
 
       - name: Restore python cache
         uses: actions/cache@v2
         with:
           path: /srv/zulip-venv-cache
-          key: v1-venv-${{ github.job }}-${{ hashFiles('requirements/dev.txt') }}
-          restore-keys: v1-venv-${{ github.job }}
+          key: v1-venv-bionic-${{ hashFiles('requirements/dev.txt') }}
+          restore-keys: v1-venv-bionic
 
       - name: Restore emoji cache
         uses: actions/cache@v2
         with:
           path: /srv/zulip-emoji-cache
-          key: v1-emoji-${{ github.job }}-${{ hashFiles('tools/setup/emoji/emoji_map.json') }}-${{ hashFiles('tools/setup/emoji/build_emoji') }}-${{ hashFiles('tools/setup/emoji/emoji_setup_utils.py') }}-${{ hashFiles('tools/setup/emoji/emoji_names.py') }}-${{ hashFiles('package.json') }}
-          restore-keys: v1-emoji-${{ github.job }}
+          key: v1-emoji-bionic-${{ hashFiles('tools/setup/emoji/emoji_map.json') }}-${{ hashFiles('tools/setup/emoji/build_emoji') }}-${{ hashFiles('tools/setup/emoji/emoji_setup_utils.py') }}-${{ hashFiles('tools/setup/emoji/emoji_names.py') }}-${{ hashFiles('package.json') }}
+          restore-keys: v1-emoji-bionic
 
       - name: Do Bionic hack
         run: |