 Rhéaume moved to provincial politics and was elected by acclamation to the Legislative Assembly of Quebec as the Quebec Liberal Party MLA for Jacques-Cartier provincial electoral district in 1933.He did not run for re-election in the 1935 provincial election.In 1936, he was appointed to the bench of the Quebec Superior Court for the district of Montreal.