In 1983 he won his first victory on the road, the prologue of the Olympia's Tour.[4]
In the 1988 Summer Olympics Wolf rode in the 4000m team pursuit. East Germany qualified as fourth fastest and after beating Australia in the playoffs they faced the Soviet Union in the final. They lost by less than one second to the Soviet Union.[5][6]
Wolf spent two years at top level Team Telekom from 1991 to 1992. He ended up leaving the team as Wold wanted to focus more on the Six Day Series.[4]