Shabalala was born in the town of Ladysmith (eMnambithi district) in the KwaZulu-Natal region of South Africa. His parents, Jonathan Mluwane Shabalala and Nomandla Elina Shabalala, raised Joseph and his six siblings on a white-owned farm called Tugela. His father died in the late 1940s; Joseph, being the eldest, had to take care of the family. He left the farm, however, in 1958 to search for work in the nearby city of Durban.
