I usually try to find out how old the oven is, and the manufacturer.
It's possible your IC is a proprietary one, but RCA made several runs of IC's and
transistors that turned-out to not be very popular, and they dropped the manufacturing
lines for them.
Do you have or can you get a schematic for the controller?
If schematic doesn't show a full part number for the IC, can you determine what the chip does?
Can you determine from it's location on the board, what the IC does in the circuit?
I'd be looking at this as possibly an IC that doesn't have the full part number printed
on it, but it might show it in the schematic.
Google the manufacturer and model number of the oven and/or controller board, and
see if somebody else has posted information on the circuit problem you're having.
I've found where there's a will, there's a way, it just might take some time to track the
info down that you need.