 In Stojanović's career in his home land of Yugoslavia, he played for Radnički Kragujevac and Vardar Skopje which at that time were both part of the Yugoslav First League.Both clubs currently compete in their respective countries' (Serbia and Macedonia respectively) top professional football leagues.Before moving to North America, Stojanović was set to join OGC Nice but there were complications with his documentation upon signing.