 He was elected to the Pennsylvania House of Representatives in 1933 and served as the House Speaker in 1936.Furman served as Lieutenant Governor of Pennsylvania from January 1955 to 1959 during Governor Leader's administration.In 1958, Furman ran for the Democratic nomination for governor but was defeated by David Lawrence.