Simpson began his football career at Clemson University, where he played for the Clemson Tigers. During his time at Clemson, he excelled as a key player in the offensive line and helped lead the team to several successful seasons. His performance caught the attention of NFL scouts, and he was drafted by the Las Vegas Raiders in the fourth round (109th overall) of the 2020 NFL Draft.