Andrew Rutherfurd may refer to:

Andrew Rutherfurd, Lord Rutherfurd (1791–1854), Scottish advocate, judge and politician Andrew Rutherfurd (swimmer), Bolivian swimmer

See also Andrew Rutherfurd-Clark, Lord Rutherfurd-Clark (1828–1899), Scottish judge Andrew Rutherford (disambiguation)