Very strange. Is it only the Litespeed jobs?

I wouldn't think that Litespeed has anything to do with it. The only thing that would make sense would be a time adjustment during the job, something like the DST change. How long does it take for the job to run?

Is this still continuing? What if you manually run the job now?