 Norrie was born in Tatamagouche Mountain, Nova Scotia and was educated at Colchester County Academy and the provincial normal school.Norrie entered provincial politics in the 1993 election, defeating former Progressive Conservative MLA Jack Coupar by 187 votes in the Truro-Bible Hill riding.In June 1993, Norrie was appointed to the Executive Council of Nova Scotia as Minister of the Civil Service.