The fire was reported around 1:35 p.m. Wednesday in the 2000 block of Kennedy Street.
Rescuers arrived to find heavy smoke pouring from the building.
Once they managed to get the flames under control, they went inside and found the woman dead.
There was no immediate word on the identity of the victim.