Moore was selected by the New York Jets in the second round (34th overall) of the 2021 NFL Draft. On July 21, 2021, Moore signed his four-year rookie contract with the Jets, worth $8.94 million. The Browns acquired Moore and a third-round pick (No. 74 overall) from the Jets for their second-round pick (No. 42 overall) in a trade earlier this year.