Officers were called to the restaurant on South Atlantic Boulevard on Saturday night after reports of gunfire.
The pizza parlor was full of customers at the time. Police arrived to find a person had been killed.
Witnesses say the shooting happened after a fight had broken out inside the restaurant. The victim has not yet been identified.