Campbell joined Arsenal in 2011 and was thereafter loaned out to French side Lorient, Spanish club Real Betis and Greek outfit Olympiacos. He made his competitive Arsenal debut as the club won the 2014 FA Community Shield. He was again sent on loan to La Liga team Villarreal before he scored his first Arsenal goal in 2015.