Back in December, the former Hokies quarterback announced that he was entering the NCAA Transfer Portal. A former 247Sports Composite four-star recruit, Hooker started 15 games for Virginia Tech during the 2019 and 2020 seasons, throwing for 2,894-yards and 22 touchdowns to seven interceptions. He added 1,033 career rushing yards, averaging 4.2 yards-per-attempt, and 15 touchdowns on the ground.
Hooker split time during the 2020 football season with Oregon transfer Braxton Burmeister. Due to a medical issue, Hooker was unable to begin the season as the starting quarterabck at Virginia Tech, missing the first two contests of the year against NC State and Duke. Hooker returned to action in Week 3 during Virginia Tech's 56-45 loss to North Carolina. Following Week 3, Hooker returned to the starting lineup, starting 7 of the remaining 8 games on Virginia Tech's schedule.