Gold Mining in South Africa. Gold mining in South Africa started with the gold rushes to Pilgrim's Rest and Barbeton which were precursors to the biggest discovery of all, in 1886, when George Harrison, an Australian prospector, found traces of gold on the Witwatersrand.