Walter Rutherford may refer to:

Walter Rutherford (footballer) (1891–1944), Scottish footballer Walter Rutherford (golfer) (1857–1913), Scottish golfer Walter R. Peterson Jr. (1922–2011), American educator and politician

See also Walter Rutherfurd (1723–1804), Scottish-American soldier and merchant