It happened around 10:25 a.m. Wednesday on the 5200 block of Harlan Street.
Police said the woman was shot once in the left ankle.
The suspect fired from inside a vehicle, police said.
The victim was taken by police to Penn Presbyterian Medical Center in stable condition.
No arrests have been made.