The major gold mining center in South Africa is Klerkdorp. This city is located in the North West province of South Africa and is home to several large gold mines, including the Klerkdorp Gold Mine, which is one of the deepest mines in the world. The city has a long history of gold mining and played a significant role in the development of the gold mining industry in South Africa.