Police say the suspect waited until just before midnight on Sunday, when the store was closing up for the night.
He then walked into the shop on the 6000 block of North Broad Street, pulled out a gun and demanded cash.
After the employees handed over an undisclosed amount of money, the gunman left the store and ran down the street.
There are no reports of injuries.