Police say the suspect tackled the woman and attempted to sexually assault her. She fought back and managed to run away.
The suspect is described as a Latino man about 25 to 30 years old with a medium build.
He was wearing a dark colored jacket and dark jeans.
Anyone with information is asked to contact Santa Monica police.