Walter Otto Engelmann (born August 5, 1888, date of death unknown) was a German gymnast who competed in the 1912 Summer Olympics. He was born in Rußdorf. In 1912 he was a member of the German team which finished fourth in the team, free system competition and fifth in the team, European system event.