diff --git a/db/Dockerfile b/db/Dockerfile
index a3e1630..40ebe66 100644
--- a/db/Dockerfile
+++ b/db/Dockerfile
@@ -10,8 +10,8 @@ RUN apk add --no-cache \
       libffi-dev \
       linux-headers \
       python-dev \
+      py-pip \
       py-cryptography \
-    && curl --silent --show-error --retry 5 https://bootstrap.pypa.io/get-pip.py | python \
     && pip --no-cache-dir install 'wal-e<1.0.0' envdir \
     && rm -rf /var/cache/apk/* /tmp/* /var/tmp/*