Not the case. Jews were drafted into the Wehrmacht in 1939.
However, SS units suffered massive casualties on the Eastern front and their ranks could not be reconstituted quickly enough using the original criteria, so it was continually lowered throughout the war. Eventually, the SS was even accepting arabs into the ranks as the definition of "aryan" was expanded for this reason as well.