Chilson is a surname. Notable people with the surname include:
Llewellyn Chilson (1920–1981), United States Army master Olin Hatfield Chilson (1903–1991), United States district judge Rob Chilson (born 1945), American science fiction author Caleb Chilson (2004), American game developer
See also Chilson Bridge, in South Dakota