Parsons played college football for the Penn State Nittany Lions, where he was named a consensus All-American, Big Ten Linebacker of the Year and the Cotton Bowl Defensive MVP as a sophomore in 2019. He was selected by the Cowboys in the first round of the 2021 NFL draft, and was named the NFL's Defensive Rookie of the Year.