Police do not believe she was the intended target.
The gunshots rang out along Cecil B. Moore Avenue near the Martin Luther King Jr. Rec Center, just before 8:30 p.m. on Sunday.
Investigators found six shell casings at the scene.
The victim was shot in the torso and is in stable condition.
Police have not made any arrests.