Mathis began his football career at the collegiate level, playing for the Pittsburgh Panthers football team at the University of Pittsburgh. During his time at Pitt, Mathis was known for his exceptional coverage skills and his ability to shut down opposing wide receivers. He proved to be a valuable asset to the team, consistently making plays that helped lead the Panthers to victory.