Ferdinand Wirtz (26 November 1885 – 18 April 1947) was a Luxembourgish gymnast who competed in the 1912 Summer Olympics. He was born in Luxembourg City. In 1912, he was a member of the Luxembourgish team, which finished fourth in the team, European system competition and fifth in the team, free system event.