diff --git a/Dockerfile b/Dockerfile
index a180be1074..8d83af0aa8 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,5 +1,5 @@
 # Builder
-FROM node:10-alpine as builder
+FROM node:10 as builder
 
 # Support custom branches of the react-sdk and js-sdk. This also helps us build
 # images of riot-web develop.
@@ -9,7 +9,7 @@ ARG REACT_SDK_BRANCH="master"
 ARG JS_SDK_REPO="https://github.com/matrix-org/matrix-js-sdk.git"
 ARG JS_SDK_BRANCH="master"
 
-RUN apk add --no-cache git dos2unix
+RUN apt-get update && apt-get install -y git dos2unix
 
 WORKDIR /src