After a successful college career, Bailey declared for the NFL Draft in 2020. He went undrafted but was signed by the Denver Broncos as an undrafted free agent. Bailey impressed the coaching staff with his work ethic, determination, and skill on the field. He made the final roster for the Broncos in the 2020 season and has since been a valuable member of the team.