Wegner's first and only major medal at an international tournament came at the inaugural 1934 European Athletics Championships, which was held in Turin. Germany's sole entrant in the event, he cleared four metres to defeat Sweden's Bo Ljungberg on count-back and become the first ever European champion in the pole vault. Wegner was succeeded by Karl Sutter, a fellow German, at the next edition in 1938.