Aitcheson is a surname. Notable people with the surname include:

David Aitcheson (born 1964), Fijian lawn bowler Donald Aitcheson (born 1916), Jamaican cricketer Joe Aitcheson Jr. (1928–2014), American jockey Kashawn Aitcheson (born 2006), Canadian ice hockey player

See also Aitchison