Oracle DBMS Scheduler - what if database fails?
If your scheduler database fails, this should raise an event in your monitoring application. This is about the similar situation as compared to cron, when the server fails. In that case cron also has no way to tell it failed.

If you want to use dbms_scheduler as an enterprise scheduling tool, don't forget the reporting. Reporting should help explaining what ran and why not.