The gunfire erupted along the 5000 block of Ogden Street just after 7 p.m. Monday.
Police said one victim was shot multiple times in the legs and back and is in critical condition.
The second victim, a 17-year old, was shot in the foot and is in stable condition.
There is no word on what sparked the violence.