She died at the scene. Her name has not been released.
Police said the SUV drove off after striking the victim.
Witnesses described a white or cream-colored four-door Ford Explorer leaving the scene.
Anyone with information on the case is asked to call the LAPD's Valley Traffic Division at (818) 644-8036.