diff --git a/.github/workflows/docker-mysql-setup.yml b/.github/workflows/docker-mysql-setup.yml
new file mode 100644
index 0000000000000..9817425f0696f
--- /dev/null
+++ b/.github/workflows/docker-mysql-setup.yml
@@ -0,0 +1,71 @@
+name: mysql-setup docker
+on:
+  push:
+    branches:
+      - master
+    paths-ignore:
+      - 'docs/**'
+      - '**.md'
+  pull_request:
+    branches:
+      - master
+    paths:
+      - './docker/mysql-setup/**'
+      - '.github/workflows/docker-mysql-setup.yml'
+  release:
+    types: [published, edited]
+
+jobs:
+  setup:
+    runs-on: ubuntu-latest
+    outputs:
+      tag: ${{ steps.tag.outputs.tag }}
+      publish: ${{ steps.publish.outputs.publish }}
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v2
+      - name: Compute Tag
+        id: tag
+        run: |
+          echo "GITHUB_REF: $GITHUB_REF"
+          SHORT_SHA=$(git rev-parse --short "$GITHUB_SHA")
+          echo "SHORT_SHA: $SHORT_SHA"
+          TAG=$(echo ${GITHUB_REF} | sed -e "s,refs/heads/.*$,head\,${SHORT_SHA},g" -e 's,refs/tags/,,g' -e 's,refs/pull/\([0-9]*\).*,pr\1,g')
+          echo "tag=$TAG"
+          echo "::set-output name=tag::$TAG"
+      - name: Check whether publishing enabled
+        id: publish
+        env:
+          ENABLE_PUBLISH: ${{ secrets.ORG_DOCKER_PASSWORD }}
+        run: |
+          echo "Enable publish: ${{ env.ENABLE_PUBLISH != '' }}"
+          echo "::set-output name=publish::${{ env.ENABLE_PUBLISH != '' }}"
+  push_to_registries:
+    name: Build and Push Docker Image to Docker Hub
+    runs-on: ubuntu-latest
+    needs: setup
+    steps:
+      - name: Check out the repo
+        uses: actions/checkout@v2
+      - name: Docker meta
+        id: docker_meta
+        uses: crazy-max/ghaction-docker-meta@v1
+        with:
+          # list of Docker images to use as base name for tags
+          images: |
+            acryldata/datahub-mysql-setup
+          # add git short SHA as Docker tag
+          tag-custom: ${{ needs.setup.outputs.tag }}
+          tag-custom-only: true
+      - name: Login to DockerHub
+        if: ${{ needs.setup.outputs.publish == 'true' }}
+        uses: docker/login-action@v1
+        with:
+          username: ${{ secrets.DOCKER_USERNAME }}
+          password: ${{ secrets.ORG_DOCKER_PASSWORD }}
+      - name: Build and Push image
+        uses: docker/build-push-action@v2
+        with:
+          file: ./docker/mysql-setup/Dockerfile
+          tags: ${{ steps.docker_meta.outputs.tags }}
+          push: ${{ needs.setup.outputs.publish == 'true' }}
diff --git a/.github/workflows/docker-postgres-setup.yml b/.github/workflows/docker-postgres-setup.yml
new file mode 100644
index 0000000000000..e18001bf79680
--- /dev/null
+++ b/.github/workflows/docker-postgres-setup.yml
@@ -0,0 +1,71 @@
+name: postgres-setup docker
+on:
+  push:
+    branches:
+      - master
+    paths-ignore:
+      - 'docs/**'
+      - '**.md'
+  pull_request:
+    branches:
+      - master
+    paths:
+      - './docker/postgres-setup/**'
+      - '.github/workflows/docker-postgres-setup.yml'
+  release:
+    types: [published, edited]
+
+jobs:
+  setup:
+    runs-on: ubuntu-latest
+    outputs:
+      tag: ${{ steps.tag.outputs.tag }}
+      publish: ${{ steps.publish.outputs.publish }}
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v2
+      - name: Compute Tag
+        id: tag
+        run: |
+          echo "GITHUB_REF: $GITHUB_REF"
+          SHORT_SHA=$(git rev-parse --short "$GITHUB_SHA")
+          echo "SHORT_SHA: $SHORT_SHA"
+          TAG=$(echo ${GITHUB_REF} | sed -e "s,refs/heads/.*$,head\,${SHORT_SHA},g" -e 's,refs/tags/,,g' -e 's,refs/pull/\([0-9]*\).*,pr\1,g')
+          echo "tag=$TAG"
+          echo "::set-output name=tag::$TAG"
+      - name: Check whether publishing enabled
+        id: publish
+        env:
+          ENABLE_PUBLISH: ${{ secrets.ORG_DOCKER_PASSWORD }}
+        run: |
+          echo "Enable publish: ${{ env.ENABLE_PUBLISH != '' }}"
+          echo "::set-output name=publish::${{ env.ENABLE_PUBLISH != '' }}"
+  push_to_registries:
+    name: Build and Push Docker Image to Docker Hub
+    runs-on: ubuntu-latest
+    needs: setup
+    steps:
+      - name: Check out the repo
+        uses: actions/checkout@v2
+      - name: Docker meta
+        id: docker_meta
+        uses: crazy-max/ghaction-docker-meta@v1
+        with:
+          # list of Docker images to use as base name for tags
+          images: |
+            acryldata/datahub-postgres-setup
+          # add git short SHA as Docker tag
+          tag-custom: ${{ needs.setup.outputs.tag }}
+          tag-custom-only: true
+      - name: Login to DockerHub
+        if: ${{ needs.setup.outputs.publish == 'true' }}
+        uses: docker/login-action@v1
+        with:
+          username: ${{ secrets.DOCKER_USERNAME }}
+          password: ${{ secrets.ORG_DOCKER_PASSWORD }}
+      - name: Build and Push image
+        uses: docker/build-push-action@v2
+        with:
+          file: ./docker/postgres-setup/Dockerfile
+          tags: ${{ steps.docker_meta.outputs.tags }}
+          push: ${{ needs.setup.outputs.publish == 'true' }}
diff --git a/docker/postgres-setup/Dockerfile b/docker/postgres-setup/Dockerfile
index 2c3f6432df009..d27f5acd39709 100644
--- a/docker/postgres-setup/Dockerfile
+++ b/docker/postgres-setup/Dockerfile
@@ -1,6 +1,8 @@
-FROM jwilder/dockerize:0.6.1
+FROM alpine:3
 
-RUN apk add --no-cache postgres-client
+ENV DOCKERIZE_VERSION v0.6.1
+RUN apk add --no-cache postgresql-client curl tar \
+    && curl -L https://github.com/jwilder/dockerize/releases/download/$DOCKERIZE_VERSION/dockerize-linux-amd64-$DOCKERIZE_VERSION.tar.gz | tar -C /usr/local/bin -xzv
 
 COPY docker/postgres-setup/init.sql /init.sql
 COPY docker/postgres-setup/init.sh /init.sh