Rataj was an independence and peasant activist before Poland regained an independence in 1918. He became Member of Sejm in 1918. He was elected Speaker in the first regular term and held that post from 1922 to 1928. Previously, he was Minister for Religious Affairs in Wincenty Witos cabinet.