Comment by burnt-resistor

Jobs that need retries, atomicity, monitoring, rescheduling, ad hoc scheduling, and flexibility probably aren't suited to most cron servers.

Beanstalkd, cronicle, agenda, sidekiq, faktory, celery, etc. are the usual suspects.

What is often missing is HA of the controller service process.