 After achieving promotion to the Scottish Championship via the play-offs, Stevenson chose not to renew his contact at Somerset Park.Shortly after leaving Ayr United, Stevenson signed for Scottish Championship side Dumbarton.He scored his first goal for the club in a 3–3 draw with Peterhead in July 2016.