He played college football at Purdue, and was selected by the Arizona Cardinals in the second round of the 2021 NFL draft.

[1] He grew up on the same block as NBA player Romeo Langford and the two played basketball together until their sophomore year of high school.

At the end of the 2018 season, Moore was the recipient of the Paul Hornung Award, given to the most versatile player in all of college football.

In his second career game, Moore scored his first NFL touchdown on a 77-yard pass from Kyler Murray in the second quarter against the Minnesota Vikings.

[19] On March 14, 2024, Moore was traded to the Atlanta Falcons in exchange for quarterback Desmond Ridder.

[20] On August 8, Moore was placed on season-ending injured reserve following a knee injury in training camp.