Alfred Hugh Chilton (1877 – September 1931) was a British trade unionist and politician.
Born in Cirencester, Chilton began working as a porter for the Great Western Railway.
He became a signalman, and joined what became the National Union of Railwaymen, serving as secretary of its West Ealing No 1 Branch for seven years.
The following year, the Ealing Labour Party was formed, and Chilton became its first president.
He then moved to contest Windsor at the 1929 UK general election, but fared worse, with just 11.3% of the vote.