The crash happened just after 10:30 p.m. on Pacific Coast Highway and Las Flores Canyon Road, according to the Malibu-Lost Hills Sheriff's Station.
Authorities say the driver fled the scene, and they are still investigating.
The identity of the victim has not been released.
A description of the suspect vehicle was not immediately available.
DEVELOPING: We will add more details to this report as they become available.