Authorities said it took place in the 4200 block of south Crenshaw Boulevard in a busy commercial district near a Wal-Mart.
The victim was only identified as a man in his thirties and was shot in the chest. Paramedics were unable to revive the victim.
Police are revealing little about the shooting because of the ongoing investigation. They're not saying if the death was related to the dispensary.