The woman was rushed to hospital after being shot in the leg on Bardsley Avenue in Parafield Gardens on Monday afternoon.
The man responsible is believed to be known to the woman, according to the police.
Police said the man had left the area by the time emergency services arrived, and may have been injured himself.
Anyone with information is urged to call Crimestoppers.
