The 23-year-old woman was shot at the intersection of Cedar and Broad streets in the Stapleton section around 12:15 a.m.
She was shot once in the back and taken to Richmond University Medical Center, where she is listed in stable condition.
A group of men reportedly fled following the shooting, and police are looking to talk to them.
No arrests were immediately made.