The flames were reported around 10:30 a.m. on the roof of The Court, above Legal Seafood.
The fire has been contained to a small area, however it is not yet under control.
No injuries have been reported.
Officials say the fire occurred when construction workers were on the roof. However, no official cause has been determined.