Virtue began his youth career at Liverpool FC, one of the most successful football clubs in England. He spent several years in Liverpool’s academy, honing his skills and developing as a player. In 2015, he made his professional debut for Liverpool’s U23 team. Despite showing promise and potential, Virtue struggled to break into Liverpool’s first team and was loaned out to various clubs to gain experience.