I work as a middleware support engineer. I work on tickets from people with all kinds of environments, so I frequently have to install different databases, message brokers, etc.
Using Docker for this is flat out brilliant. It makes setting up software much, much easier.
Docker does make things easier. I have Oracle, MySQL, Postgresql all running in Docker.