Walker resumed his work in the newspaper business following the completion of his Senate service. In 1936, he was again a delegate to the Democratic National Convention. Later that year, he was a presidential elector for the ticket of Franklin D. Roosevelt and John Nance Garner. In 1940, 1944, 1948, and 1952, he was again a delegate to the Democratic National Convention.