Zemke is a surname. Notable people with the surname include:
Adam Zemke (born 1983), American politician Hubert Zemke (1914–1994), American pilot Jake Zemke (born 1975), American road racer Janusz Zemke (born 1949), Polish politician Jens Zemke (born 1966), German racing cyclist