The shooting occurred at about 11:38 p.m. in the 5100-block of West Chicago Avenue.
Police said a silver car pulled up and three men got out and began shooting.
A 32-year-old woman was shot in the left knee, right leg and elbow and transported to Mt. Sinai Hospital in critical condition, police said.
A 29-year-old woman was shot in the thigh and transported to Mt. Sinai Hospital in good condition, police said.
No one is in custody and Area Four detectives are investigating.
INTERACTIVE SAFETY TRACKER Track crime and safety in your neighborhood