She had bruises on her neck and what looked like a bullet wound under her nose, said Warrant Officer Kay Makhubela.
He said a post mortem would determine how the woman, aged between 20 and 30, was killed. Her body was found by a passer by. Her identity was not known.
A case of murder had been opened.