I think you can create ephemeral timers with Systemd if you're on Linux.
APScheduler
It looks pretty good. Thanks!
Seconding this. I would love a middle tier job scheduler / manager for Python that has persistence. I feel like there's a missing middle between cron+scripts and the enterprise grade tooling built for ETL tasks.