Bataillon is a surname of French origin. Notable people with the surname include:
Jean Eugène Bataillon (1864–1953), French biologist Joseph Bataillon (born 1949), American judge Marcel Bataillon (1895–1977), French Hispanicist Quentin Bataillon (born 1993), French politician