diff --git a/docker-compose.yml b/docker-compose.yml
index d7b3fa91..ffa24570 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -1,14 +1,18 @@
 version: '3'
 services:
   postgres:
-    build:
-      context: .
-      dockerfile: docker/Dockerfile.postgres
+    image: postgres:10
     restart: unless-stopped
     volumes:
       - postgresdata:/var/lib/postgresql/data
+      - ./config/sql:/config/sql
+      - ./docker/init-invidious-db.sh:/docker-entrypoint-initdb.d/init-invidious-db.sh
+    environment:
+      POSTGRES_DB: invidious
+      POSTGRES_PASSWORD: kemal
+      POSTGRES_USER: kemal
     healthcheck:
-      test: ["CMD", "pg_isready", "-U", "postgres"] 
+      test: ["CMD", "pg_isready", "-U", "postgres"]
   invidious:
     build:
       context: .
diff --git a/docker/Dockerfile.postgres b/docker/Dockerfile.postgres
deleted file mode 100644
index 3b25b802..00000000
--- a/docker/Dockerfile.postgres
+++ /dev/null
@@ -1,12 +0,0 @@
-FROM postgres:10
-
-ENV POSTGRES_USER postgres
-# Do not require a PostgreSQL superuser password.
-# See https://github.com/docker-library/postgres/issues/681.
-ENV POSTGRES_HOST_AUTH_METHOD trust
-
-ADD ./config/sql /config/sql
-ADD ./docker/entrypoint.postgres.sh /entrypoint.sh
-
-ENTRYPOINT [ "/entrypoint.sh" ]
-CMD [ "postgres" ]
diff --git a/docker/entrypoint.postgres.sh b/docker/entrypoint.postgres.sh
deleted file mode 100755
index be6f6782..00000000
--- a/docker/entrypoint.postgres.sh
+++ /dev/null
@@ -1,30 +0,0 @@
-#!/usr/bin/env bash
-
-CMD="$@"
-if [ ! -f /var/lib/postgresql/data/setupFinished ]; then
-    echo "### first run - setting up invidious database"
-    /usr/local/bin/docker-entrypoint.sh postgres &
-    sleep 10
-    until runuser -l postgres -c 'pg_isready' 2>/dev/null; do
-        >&2 echo "### Postgres is unavailable - waiting"
-        sleep 5
-    done
-    >&2 echo "### importing table schemas"
-    su postgres -c 'createdb invidious'
-    su postgres -c 'psql -c "CREATE USER kemal WITH PASSWORD '"'kemal'"'"'
-    su postgres -c 'psql invidious kemal < config/sql/channels.sql'
-    su postgres -c 'psql invidious kemal < config/sql/videos.sql'
-    su postgres -c 'psql invidious kemal < config/sql/channel_videos.sql'
-    su postgres -c 'psql invidious kemal < config/sql/users.sql'
-    su postgres -c 'psql invidious kemal < config/sql/session_ids.sql'
-    su postgres -c 'psql invidious kemal < config/sql/nonces.sql'
-    su postgres -c 'psql invidious kemal < config/sql/annotations.sql'
-    su postgres -c 'psql invidious kemal < config/sql/playlists.sql'
-    su postgres -c 'psql invidious kemal < config/sql/playlist_videos.sql'
-    touch /var/lib/postgresql/data/setupFinished
-    echo "### invidious database setup finished"
-    exit
-fi
-
-echo "running postgres /usr/local/bin/docker-entrypoint.sh $CMD"
-exec /usr/local/bin/docker-entrypoint.sh $CMD
diff --git a/docker/init-invidious-db.sh b/docker/init-invidious-db.sh
new file mode 100755
index 00000000..6c8ad3a7
--- /dev/null
+++ b/docker/init-invidious-db.sh
@@ -0,0 +1,16 @@
+#!/bin/sh
+set -eou pipefail
+
+psql -v ON_ERROR_STOP=1 --username "$POSTGRES_USER" --dbname "$POSTGRES_DB" <<-EOSQL
+  CREATE USER postgres;
+EOSQL
+
+psql -v ON_ERROR_STOP=1 --username "$POSTGRES_USER" --dbname "$POSTGRES_DB" < config/sql/channels.sql
+psql -v ON_ERROR_STOP=1 --username "$POSTGRES_USER" --dbname "$POSTGRES_DB" < config/sql/videos.sql
+psql -v ON_ERROR_STOP=1 --username "$POSTGRES_USER" --dbname "$POSTGRES_DB" < config/sql/channel_videos.sql
+psql -v ON_ERROR_STOP=1 --username "$POSTGRES_USER" --dbname "$POSTGRES_DB" < config/sql/users.sql
+psql -v ON_ERROR_STOP=1 --username "$POSTGRES_USER" --dbname "$POSTGRES_DB" < config/sql/session_ids.sql
+psql -v ON_ERROR_STOP=1 --username "$POSTGRES_USER" --dbname "$POSTGRES_DB" < config/sql/nonces.sql
+psql -v ON_ERROR_STOP=1 --username "$POSTGRES_USER" --dbname "$POSTGRES_DB" < config/sql/annotations.sql
+psql -v ON_ERROR_STOP=1 --username "$POSTGRES_USER" --dbname "$POSTGRES_DB" < config/sql/playlists.sql
+psql -v ON_ERROR_STOP=1 --username "$POSTGRES_USER" --dbname "$POSTGRES_DB" < config/sql/playlist_videos.sql