 Born in Viking, Alberta, Clouston attended the University of Alberta from 1989–1993 where he earned a bachelor's degree in recreation administration.He played hockey for the University's Golden Bears team and was a member of the 1991–92 Canadian Interuniversity Sport championship squad.Clouston's first coaching position was as an assistant coach with the Powell River Paper Kings of the British Columbia Junior Hockey League in 1994-95.