diff --git a/Dockerfile b/Dockerfile
index 8c811b057..2e7491279 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,10 +1,17 @@
-FROM python:3.7-alpine AS build
+FROM google/cloud-sdk:224.0.0-alpine AS build
+
+RUN apk add --update py-setuptools py-pip \
+    && rm -rf /var/cache/apk/* \
+    && pip install wheel
 
 WORKDIR /opt/python-gitlab
 COPY . .
 RUN python setup.py bdist_wheel
 
-FROM python:3.7-alpine
+FROM google/cloud-sdk:224.0.0-alpine
+
+RUN apk add --update py-setuptools py-pip jq \
+    && rm -rf /var/cache/apk/*
 
 WORKDIR /opt/python-gitlab
 COPY --from=build /opt/python-gitlab/dist dist/