Stoutland spent the four seasons at Miami as the offensive line coach. In 2010, the Hurricanes led the ACC in total offense and were third in rushing. On November 28, 2010, after Miami's head coach Randy Shannon was fired, Stoutland was named interim head coach for the team's bowl game. Miami lost 33-17 to Notre Dame in Stoutland's only game as coach.
On January 14, 2011, Stoutland was named Alabama's offensive line coach, after Joe Pendry retired.
Stoutland was hired by the Philadelphia Eagles to coach their offensive line on February 7th, 2013.