 At the 1931 general election, McCorquodale was elected as Member of Parliament (MP) for Sowerby, and held the seat at the 1935 election.in 1939 he was Parliamentary Private Secretary (PPS) to the President of the Board of Trade, Oliver Stanley.From 1940 to 1941 he fought in the Second World War as a Flight Lieutenant in the Royal Air Force Volunteer Reserve.