In May 2003, Dmitrović signed with GAK's crosstown rivals Sturm Graz, penning a two-year contract.
He led them as captain to a fourth-place finish in the 2007–08 season, as the club gained a spot in UEFA competitions for the first time in history.
In early 2011, after a dispute with the club's management, Dmitrović left the team after almost six years and 155 matches played in the top flight.
In the summer of 2011, Dmitrović returned to Sloga Kraljevo after almost two decades, following the club's promotion to the Serbian First League.
[4] After serving as an assistant to Peter Pacult, Ivan Jević and Milan Đuričić, Dmitrović was appointed manager of Radnički Niš in January 2018.