Leo Esser (born February 17, 1907, date of death unknown) was a German diver who competed in the 1932 Summer Olympics and in the 1936 Summer Olympics. He was born in Düsseldorf. In 1932 he finished fifth in the 3 metre springboard event. Four years later he finished sixth in the 3 metre springboard competition.