The incident occurred at about 7:30 p.m. near the Malibu Pier, according to city officials.
Malibu sheriff's officials later confirmed the pedestrian died from injuries sustained in the crash.
Investigators said the incident was not a hit-and-run.
All lanes of PCH were back open shortly before 10:30 p.m.