WSV was admitted to the Austrian Ice Hockey Federation (OEHV) as a temporary member on November 30, 1934. They became an associate member on April 7, 1935. They joined the 2.b Klasse of the Vienna Championship in 1934-35. WSV went on to play in the 3. Klasse in 1935-36 and the 2. Klasse from 1936-38. The club withdrew from the OEHV on November 30, 1937, only to return as a temporary associate member on December 20 of the same year. After the German Anschluss of Austria in March 1938, WSV remained active.