Joseph Stalin became General Secretary in the 20th century.
Joseph Stalin . In this capacity , he served as the Premier of the Soviet Union from 1941 to 1953 and as General Secretary of the Central Committee of the Communist Party of the Soviet Union from 1922 to 1952 .