The discovery was made at about 8 a.m. Saturday on the 3800 block of Canon Boulevard.
Sheriff's deputies say the victim, 26-year-old Marcus Nieto of West Covina, was shot. The incident is being investigated as a homicide.
Anyone with information is asked to call the Los Angeles County Sheriff's Department's Homicide Bureau at (323) 890-5500