Wolf is a youth exponent from 1860 Munich. He made his 2. Bundesliga debut on 26 October 2014 against Braunschweig in a 1–2 home defeat, being substituted for Valdet Rama in the 72nd minute. On 21 February 2015 Wolf scored his first professional goal in a 2–1 home win against St. Pauli, when he brought his team to a 2–0 lead assisted by Daniel Adlung. He moved to Hannover 96 on 8 January 2016.