Chatfield is a surname. Notable people with the surname include:
Adam Chatfield (born 1979), Australian rules footballerAndrew G. Chatfield (1810–1875), New York and Minnesota politician and lawyerBianca Chatfield (born 1982), Australian netball playerEdward Chatfield (1802–1839), English portrait painterErnle Chatfield, 1st Baron Chatfield (1873–1967), Royal Navy admiralEwen Chatfield (born 1950), New Zealand cricketerFrederick Chatfield (1801–1872), British consul in Central AmericaJason Chatfield (born 1984), Australian editorial and comic strip cartoonist and stand-up comedianJohn Lyman Chatfield (1826–1863), Union Army colonel in the American Civil WarLevi S. Chatfield (1808–1884), New York politician and lawyerMark Chatfield (1953–1998), American breaststroke swimmerSarah Chatfield, English music video directorThomas Chatfield (1871–1922), New York federal judgeThomas I. Chatfield (1818–1884), New York politicianTom Chatfield (born 1980), British author, technology theorist and commentatorWayne Chatfield-Taylor (1893–1967), U.S. Under Secretary of Commerce and Assistant Secretary of the TreasuryWilliam A. Chatfield, American government executive and lobbyist