Once police arrived on scene, they found the victim, identified as 20-year-old Richard Juarez of Santa Monica, dead, and two men running from the area.
Police questioned a possible suspect, but it was unclear if the shooter was in custody.
Police said the shooting may be gang related. Anyone with information is urged to call (310) 458-8495.
City News Service contributed to this story.