Gurirab is a surname. Notable people with the surname include:

Brian Gurirab (born 1984), Namibian footballer Dantago Gurirab (born 1990), Namibian sprinter Isaskar Gurirab (born 1998), Namibian footballer Theo-Ben Gurirab (1938–2018), Namibian politician Tsudao Gurirab (born 1961), Namibian politician