is dagster job execution always on a first-come first-served basis, or can i prioritize some jobs and demote others to a sort of "backlog"?

We have a notion of priority that you can set: https://docs.dagster.io/deployment/run-coordinator#priorities. There’s no current way that you edit the priority once the job has been submitted though.

perfect!