After the war, Pierlot joined the Catholic Party (Parti catholique), the main centre-right party in Belgium and one of the three that dominated Belgian political life.
In the successive Catholic government of the interwar period, he served as Minister of Internal Affairs (1934-35), Minister of Agriculture (1934-35; 1936-39), and Minister of Foreign Affairs (1939).