In the other semi-final, Bloemfontein City will be away to Polokwane City.
The draw was made on Sunday, following the last quarterfinal match in which Chiefs beat Chippa United 1-0 in Port Elizabeth.
Download our app and read this and other great stories on the move. Available for Android and iOS.