On October 30, 2008, he was appointed to Harper's cabinet as minister of the Economic Development Agency of Canada for the Regions of Quebec. Following the 2011 election, Lebel was promoted to minister of transport. He was shuffled out of the post in July 2013, shortly after the Lac-Megantic rail disaster.