After an impressive college career, Hurst declared for the NFL Draft in 2018 and was selected in the first round by the Baltimore Ravens. He played for the Ravens from 2018 to 2020, showcasing his skills as a reliable pass-catcher and blocker. In April 2020, Hurst was traded to the Atlanta Falcons, where he spent one season before signing with the Los Angeles Chargers in 2021.