Police say both vehicles were heading northbound when the car drove from the left lane into the path of the motorcycle, at Cayuga street in Nicetown-Tioga.
The woman killed has been identified as Kristin Jasper.
The motorcyclist, a 22-year-old man, is in stable condition with head trauma.
The car's driver and passenger suffered non-life threatening injuries.