 He left the club in December 2016

He joined Raith Rovers in January 2017 Stevenson hit the headlines after being forced to play a full 90 minutes in goal, after injuries to Raith's three first team goalkeepers.Rovers lost the match 1–0 to Ayr United

In March 2017, just over a week after playing in goals, Stevenson announced his shock retirement from professional football at the age of 32 as he sought a long-term career outside of football.After leaving Raith Rovers in March 2017 to start a long-term career outside of football, Stevenson signed for Troon.