diff --git a/Dockerfile b/Dockerfile
index 6f82a54..cd37ef7 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -31,9 +31,8 @@ COPY haproxy.cfg /usr/local/etc/haproxy/haproxy.cfg
 
 # Install python/pip
 ENV PYTHONUNBUFFERED=1
-RUN apk add --update --no-cache python3 && ln -sf python3 /usr/bin/python
-RUN python -m ensurepip
-RUN python -m pip install --no-cache --upgrade pip setuptools
+RUN apk add --update --no-cache python3 && ln -sf $(which python3) /usr/local/bin/python
+RUN python -m ensurepip && python -m pip install --no-cache --upgrade pip setuptools
 
 # Metadata
 ARG VCS_REF