The pain of running docker as a non-root user is hard to describe but there is a solution.  The solution is create the docker group and add your user:

• Create the docker group

sudo groupadd docker

• Add your user to the docker group.

sudo usermod -aG docker $USER

• Restart

https://docs.docker.com/engine/install/linux-postinstall/