The shooting was reported near the intersection of West Ruby and First streets in unincorporated North Richmond around 10:20 a.m., sheriff's spokesman Jimmy Lee said.
One or more suspects shot the two victims and then fled the scene in a car, Lee said.
Arriving deputies found the victims suffering from gunshot wounds. Both were taken to a nearby hospital. Lee said he did not know the extent of their injuries.