Casey began his football career at the youth academy of Leeds United, one of the most renowned clubs in English football. He worked his way up through the ranks and eventually made his senior debut for the club in the 2019/2020 season. Casey’s strong performances earned him a regular spot in the first team and he quickly became a key player for Leeds United.