Norman Scott may refer to:

People Norman Scott (admiral) (1889–1942), admiral in the United States Navy Norman Scott (bass) (1921–1968), American opera singer Norm Scott (1921–1957), Australian footballer for Geelong Norman M. Scott, Canadian figure skater Norman Josiffe, also known as Norman Scott, key figure in the Thorpe affair

Other USS Norman Scott, named for the admiral