Chabrier is a French surname. Notable people with the surname include:

Albert Chabrier (1896–1920), French World War I flying ace Carole Chabrier, French-Monagesque television host Emmanuel Chabrier (1841–1894), French musician Gilles Chabrier, French physicist and astrophysicist