diff --git a/deploy/cronjob/cronjob.yaml b/deploy/cronjob/cronjob.yaml
index dd78958..a5702a2 100644
--- a/deploy/cronjob/cronjob.yaml
+++ b/deploy/cronjob/cronjob.yaml
@@ -17,7 +17,7 @@ spec:
           containers:
           - name: janitor
             # see https://github.com/hjacobs/kube-janitor/releases
-            image: hjacobs/kube-janitor:20.3.0
+            image: hjacobs/kube-janitor:20.3.1
             args:
               # dry run by default, remove to perform clean up
               - --dry-run
diff --git a/deploy/deployment/deployment.yaml b/deploy/deployment/deployment.yaml
index 0473b55..7820f6b 100644
--- a/deploy/deployment/deployment.yaml
+++ b/deploy/deployment/deployment.yaml
@@ -3,7 +3,7 @@ kind: Deployment
 metadata:
   labels:
     application: kube-janitor
-    version: v20.3.0
+    version: v20.3.1
   name: kube-janitor
 spec:
   replicas: 1
@@ -14,13 +14,13 @@ spec:
     metadata:
       labels:
         application: kube-janitor
-        version: v20.3.0
+        version: v20.3.1
     spec:
       serviceAccountName: kube-janitor
       containers:
       - name: janitor
         # see https://github.com/hjacobs/kube-janitor/releases
-        image: hjacobs/kube-janitor:20.3.0
+        image: hjacobs/kube-janitor:20.3.1
         args:
           # dry run by default, remove to perform clean up
           - --dry-run