Hartleb is a surname. Notable people with the surname include:
Dan Hartleb (born 1966), American baseball coach and former catcher Hans Hartleb (born 1951), German skier Hans Hartleb (director) (1910–?), German opera director Rainer Hartleb (born 1944), German-Swedish director of documentary films