Klien is a surname. Notable people with the surname include:
Christian Klien (born 1983), Austrian racing driver Erika Giovanna Klien (1900–1957), artist and art educator Hermann Klien (born 1932), Austrian gymnast Michael Klien (born 1973), choreographer and artist Paula Klien, Brazilian artist Walter Klien (1928–1991), Austrian pianist