The shooting occurred at a park in the 16000-block of Richmond Avenue.
The boy suffered a graze wound to the head and was transported to a hospital, where he was treated and released. The 37-year-old man was wounded in the leg.
Police are looking at surveillance video to try and identify a suspect.