The shooting happened around midnight on September 5th outside the Ho May Chinese Restaurant at 4401 North 5th Street.
Investigators released surveillance video from the crime on Friday, which show two male suspects approaching the victim's vehicle.
A short time later, video shows the two men - along with a woman - running from the scene.
Police say that woman was sitting inside the restaurant just prior to the shooting, and was outside at the time of the shooting.
Investigators do not know if that woman is a suspect. For now, they just say she is wanted for questioning.
The two suspects are described as:
Suspect #1: Black male, 20 to 25 years old, thin build, wearing a dark colored hooded sweatshirt, dark shorts with a white strip down the leg and sneakers.
Suspect #2: Black male, 20 to 25 years old, thin build, dark complexion, goatee, wearing a red/orange baseball cap, black zip up hooded sweatshirt, grey shorts and grey sneakers.
The woman wanted for questioning is described as a black female, 18 to 23 years old, light complexion, light colored scarf wrapped around her head, grey zip up hooded sweatshirt, light colored shirt, green pants and white shoes.
Anyone with information is urged to contact Philadelphia Police at 215-686-TIPS (8477), text a tip to PPD TIP (773847) or through PhillyPolice.com.