Gerbier is a surname. Notable people with the name include:

Balthazar Gerbier (1592–1663), Anglo-Dutch courtier, diplomat, art advisor, miniaturist and architectural designer George Gerbier d'Ouvilly (fl. 1661), Dutch soldier, dramatist and translator Max Gerbier (born 1951), Haitian painter Thierry Gerbier (1965–2013), French biathlete

See also Mont Gerbier de Jonc, a mountain of volcanic origin in the Massif Central in France