It happened at 24th and Penrose in South Philadelphia shortly before 6:00 p.m.
Police say a woman in her 40's was struck by a vehicle. She was pronounced dead.
Police have not released the identity of the victim, but say the driver remained at the scene.
Investigators believe poor weather conditions were a factor in the accident.