 Murphy was nominated by President Harry S. Truman on May 7, 1946, to a seat on the United States District Court for the Middle District of Pennsylvania vacated by Judge Albert Williams Johnson.He was confirmed by the United States Senate on May 21, 1946, and received his commission on May 27, 1946.He served as Chief Judge from 1955 to 1962.