Plummer was born in Toronto. His parents were Isabella Mary (née Abbott) and John Orme Plummer. Plummer's great grandfather is Canadian prime minister John Abbott. He is the grandson of John Bethune. Plummer studied at the Canadian Repertory Theatre.