Paul-Émile Léger was born in Valleyfield, Quebec, to Ernest and Alda (née Beauvais) Léger; his younger brother, Jules Léger, was Governor General of Canada from 1974-80.
Léger did pastoral work in Omuta and taught philosophy at its seminary until 1939.