Van Jaarsveld is an Afrikaans surname. Notable people with the surname include:

Bobby van Jaarsveld (born 1987), South African singer Martin van Jaarsveld (born 1974), South African cricketer Torsten van Jaarsveld (born 1987), South African rugby union player Vaughn van Jaarsveld (born 1985), South African cricketer