diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 4c0eef5..5efc8e8 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -52,11 +52,12 @@ lint:
     - npm run test-lint
 
 reuse:
-  extends: .python
+  image:
+    name: fsfe/reuse:latest
+    entrypoint: [""]
   stage: check
   interruptible: true
   script:
-    - pip install reuse
     - reuse lint
 
 extension: