Could be any number of things. Fragmented indexes, blocking/locking, missing indexes, other applications grabbing CPU, any server changes recently ? code changes ? major data changes ? Bigger download & data needing processing ?

Read up on performance tuning.

Look at the job and try to determine which steps inside the job are taking longer than normal.