 On May 27, Johnson was signed by the Calgary Stampeders of the Canadian Football League.Johnson worked his way up the ranks with Calgary over the years, winning the Grey Cup in 2014 as a backup.Subsequent years saw Johnson working his way into a starting role, while returning to the championship game for the 2016 and 2017 seasons, where Calgary suffered a pair of heartbreaking losses to Ottawa and Toronto.