 His siblings included his sister Mary (d. 1948), who in later life directed the Johannesburg Legal Aid Bureau.Kuper trained in law at the University of the Witwatersrand, receiving there his BA and LLB degrees.As a lawyer, he represented African clients in human-rights cases, and also represented one of the country's early non-segregated trade unions.