It happened before 2:00 p.m. at the intersection of North 2nd and West Tioga Streets.
Officers arrived to find a 21-year-old man shot in the leg.
Medics took him to Temple University Hospital in stable condition.
Police say the suspect fled the scene in a gray vehicle.
An investigation is underway.