 Moody was born in Kingston upon Hull and went to local schools run by the local council before training in woodworking at Hull Technical College.He was an active member of the Amalgamated Society of Woodworkers from 1912, holding several union posts, and also joined the Labour Party.In 1934 Moody was elected to Hull City Council, serving a single three-year term.