The incident took place around 4:15 a.m. in the 5900 block of Market Street.
Police say the Freedom Cab Company driver was robbed of an undetermined amount of money by a man armed with a gun.
Officials say the man fired a shot into the rear door of the cab before fleeing north on 60th Street.
No injuries were reported.