diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 4db48fc..f22d17f 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -1,11 +1,13 @@
 image: python:3.6
 variables:
   GIT_SUBMODULE_STRATEGY: normal
+  PIP_CACHE_DIR: $CI_PROJECT_DIR/.pip-cache
+  PIPENV_VENV_IN_PROJECT: true
 
 cache:
   paths:
-    - ~/.cache/pip
-    - ~/.local/share/virtualenvs
+    - .pip-cache
+    - .venv
 
 test:
   script: