On 9 October 2020, Hughes signed for EFL League One club Burton Albion on loan until January. He made his full debut the following day in a 2–0 defeat to Plymouth Argyle. He scored his first goal for Burton in a 4–2 win against Charlton Athletic on 24 November 2020.
