It happened at the Sunoco on the 3700 block of West Girard Avenue in the Mantua section late Wednesday night.
Police say the suspect drove off in a green colored van, and remains on the loose.
Investigators are trying to get a description of the suspect from the shooting victim, and are asking anyone who saw the crime being committed to give police a call.