The incident happened just before 8 p.m. Saturday at the intersection of El Dorado Avenue and Van Nuys Boulevard.
Herlinda Carrillo of Pacoima was walking across the street when she was struck. She died at the hospital.
Police say 21-year-old Eduardo Garcia of Canoga Park took off after the crash, but he was later arrested for felony hit-and-run.