Mataka is a surname. Notable people with the surname include:
Bwana Mataka - ruler of Siu (or Siyu) husband of Swahili poet Mwana Kupona Elizabeth Mataka - former United Nations Special Envoy for HIV/AIDS in Africa Michael Mataka - Zambian police commissioner and former actor Willie Mataka - Australian professional rugby league player