diff --git a/Dockerfile b/Dockerfile
index 4d6d6a8..e10cca9 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,11 +1,10 @@
-FROM alpine:3.4
+FROM alpine:3.6
 
-RUN apk --update add python py-setuptools py-pip && \
+RUN apk --no-cache add python py-setuptools py-pip && \
     pip install elasticsearch-curator==5.4.0 && \
     pip install boto3 && \
     pip install requests-aws4auth && \
-    apk del py-pip && \
-    rm -rf /var/cache/apk/*
+    apk del py-pip
 
 USER nobody:nobody
 ENTRYPOINT ["/usr/bin/curator"]