 Armstrong concluded his playing career in the early 1950s playing for the CFL's Winnipeg Blue Bombers.In 1962, Armstrong's professional coaching career began when he was hired as an assistant coach with the Houston Oilers of the start-up American Football League (AFL).After serving two years in that capacity, he shifted back to Canada as head coach of the Edmonton Eskimos.