Having representing Scotland at the 2013 Junior World Cup, Masterson approached Connacht, his mother's native province, for a trial. After impressing head coach Pat Lam and academy director Nigel Carolan in an internal game, Masterson was invited to join the Connacht academy. With the move to Connacht, Masterson also joined All-Ireland League club Galway Corinthians.