Shumate is a surname. Notable people with the surname include:
Anderson E. Shumate (1879–1947), American politician David Shumate, American poet Fern Shumate (1910–2003), American writer Harold Shumate (1893–1983), American screenwriter Ignatius Elgin Shumate (1834–1907), American politician Jabar Shumate (born 1976), American politician Jessamine Shumate (1902–1990), American artist, historian and cartographer Jim Shumate (1921–2013), American bluegrass fiddler John Shumate (1952–2025), American basketball player Keith Shumate (born 1965/66), American college baseball player and coach Mark Shumate (born 1960), American football player Whitney Shumate (1896–1966), American businessman and civic leader