After the conclusion of the war, he transferred to Derby County, with whom he won the FA Cup, scoring a goal in the final itself as Derby beat Charlton Athletic 4–1 at Wembley Stadium.[12] In December 1946, Doherty moved to David Steele's Huddersfield Town for a fee of over £9,000 after requesting a transfer.