Eugen Skalleberg (born September 15, 1915) was a Norwegian hockey player. He played for the Norwegian National Team at the World Championships in 1937 and 1938, appearing in a total of five games. Skalleberg scored one goal at the 1937 tournament. He played club hockey for Grane SK from 1934-1941.