When Eicke became field commander of the SS Division Totenkopf during the summer of 1939, Glücks was promoted by Himmler on 15 November 1939 as Eicke's successor to the post of Concentration Camps Inspector.
Glücks's responsibilities at first mainly covered the use of concentration camp inmates for forced labour.