Update:

I took the cover off the back but saw nothing unusual (no burnt or damaged looking components). I took the cover off the front and the impeller will not turn. I guessing this means the bearings have seized? Now I'm trying to figure out how to remove the impeller....

Does this sound like an easy DIY repair, or should I get a new pump?