Dresdner SC
Miller started his career at FC St. Pauli, making his debut for the club in the 1932–33 season. He was also selected to represent a North German representative team in 1935. During World War II, he was stationed at a Luftwaffe unit in Saxony whilst playing as a guest player for Dresdner SC. With Dresdner SC he won the Tschammerpokal in 1940 and 1941. He returned to Hamburg and played for FC St. Pauli and LSV Hamburg before returning to St. Pauli again in 1944. He retired following the 1949–50 season, aged 37.