In May 1935 Schmidhuber joined the SS where he was appointed SS Obersturmführer and immediately attached to the SS-Verfügungstruppe. Initially he commanded the 7th platoon of SS-1 Standarte and commanded troops there until early February 1936, when he was transferred to the SS Germania Regiment. Here he led the 1st Company until 1 May 1936.