Clattenburg is a surname. Notable people with the surname include:
Connor Clattenburg (born 2005), Canadian ice hockey player Mark Clattenburg (born 1975), English football referee Mike Clattenburg (born 1967), Canadian television and film director, producer, and screenwriter