Hameeda Begum was fired upon allegedly by some "unknown militants" near her residence at Bhat Mohalla in Noorpora village of Awantipora, a police official said.
He said the woman died on the spot.
The body has been taken for medico-legal formalities, the official said, adding security forces have cordoned off the area and launched a manhunt to nab the assailants.