Consider GitLab runner as base image
Consider gitlab/gitlab-runner:alpine
as base image: https://gitlab.com/gitlab-org/gitlab-runner/blob/master/dockerfiles/alpine/Dockerfile
It's maintained by GitLab itself and they also accept contributions (e.g. to update Alpine version).