Willock started his football career at Arsenal, where he came through the youth academy and made his first-team debut in 2017. During his time at Arsenal, Willock made a total of 79 appearances for the club, scoring 11 goals and providing 3 assists. However, despite showing promise, he struggled to cement a regular spot in the starting lineup.