 Woodbury was nominated by President Franklin D. Roosevelt on January 31, 1941, to a seat on the United States Court of Appeals for the First Circuit vacated by Judge Scott Wilson.He was confirmed by the United States Senate on February 18, 1941, and received his commission on February 25, 1941.He served as Chief Judge from 1959 to 1964.