The crash happened just after 11 p.m. near the intersection of PCH and Entrada Drive. Police said the woman was riding southbound when she was hit by the vehicle. Her identity has not been released.
Investigators said they are looking for a white SUV or pickup truck that has significant front-end damage.
Anyone with information was asked to call Santa Monica police at (310) 458-8491.