 He was arrested under the Defence of the Realm Act 1914 for his part in leading a strike of Sheffield engineers in May 1917.At the 1918 general election, Burgess stood unsuccessfully in the Leith constituency in Scotland.He was elected at the 1922 general election as Member of Parliament for Rochdale in Lancashire, but was defeated at the 1923 election.