Born in Rødovre, Bjur started playing football with Vanløse IF in the second-tier Danish 2nd Division.
With Brøndby, Bjur went on to win the 1996-97 Superliga and 1997-98 Superliga championships, as well as the 1998 Danish Cup trophy.