Käsebier is a surname of German origin. Notable people with the surname include:
Christian Andreas Käsebier (c. 1710 – after 1757), German criminal and spy Dirk Käsebier (born 1966), German boxer Gertrude Käsebier (1852–1934), American photographer
See also Nate Kazebier (1912–1969), American jazz musician