diff --git a/docker-compose.yml b/docker-compose.yml
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -63,7 +63,7 @@
 # Scheduler
 
   swh-scheduler-db:
-    image: postgres:10
+    image: postgres:11
     environment:
       POSTGRES_PASSWORD: testpassword
       POSTGRES_DB: swh-scheduler
@@ -106,7 +106,7 @@
 # Graph storage
 
   swh-storage-db:
-    image: postgres:10
+    image: postgres:11
     environment:
       POSTGRES_PASSWORD: testpassword
       POSTGRES_DB: swh-storage
@@ -138,7 +138,7 @@
 # Indexer storage
 
   swh-idx-storage-db:
-    image: postgres:10
+    image: postgres:11
     environment:
       POSTGRES_PASSWORD: testpassword
       POSTGRES_DB: swh-idx-storage
@@ -181,7 +181,7 @@
       - "./conf/djangosettings.py:/tmp/swh/djangosettings.py"
 
   swh-deposit-db:
-    image: postgres:10
+    image: postgres:11
     env_file: ./env/deposit.env
 
   swh-deposit:
@@ -199,7 +199,7 @@
       - "./conf/deposit.yml:/deposit.yml:ro"
 
   swh-vault-db:
-    image: postgres:10
+    image: postgres:11
     env_file: ./env/vault.env
 
   swh-vault-api:
@@ -233,7 +233,7 @@
 # Lister Celery workers
 
   swh-listers-db:
-    image: postgres:10
+    image: postgres:11
     environment:
       POSTGRES_PASSWORD: testpassword