It happened around 9:30 p.m. Monday along the 5200 block of Jefferson Street.
Police say a 38-year-old victim was rushed to Penn Presbyterian Hospital with three gunshot wounds.
They say shell casings were found very close to the victim.
They believe he was targeted.
Police say a male wearing all dark clothing fled from the scene on foot.
They are searching surveillance cameras in the area for more information.