When a scheduled job encounters an error during execution, Quantum handles it gracefully, following OTP principles. If a job fails with an exception, Quantum will log the error and continue to run other scheduled jobs as expected. The failure of one job does not affect the execution of other scheduled jobs, ensuring that the system remains reliable and other tasks continue to be performed as scheduled.