 Stevenson scored his first goal for the club in a 2–0 win against Inverness CT on 26 February 2011.The goal came after more than 100 appearances without one, and Stevenson admitted to not knowing what to do in celebration.Stevenson played regularly for Hibernian during the 2011–12 season, and won the fans' player of the year award.