Born in Sarajevo, SFR Yugoslavia, present day Bosnia and Herzegovina on 14 August 1956, Đurbuzović started playing football in his hometown club Željezničar.
He was a talented striker and after several seasons in Iskra, he signed a contract with Čelik Zenica, and would make 18 appearances for the club in the Yugoslav First League.
[4] On 20 April 2024, Đurbuzović returned to Željezničar, getting appointed as the club's caretaker manager amidst an unexpected relegation battle.
[6] Following two more league wins over GOŠK Gabela and Tuzla City, Željezničar managed to avoid relegation with three games remaining.
[7] Đurbuzović finished the season with the club in sixth place, winning five and drawing one of their six remaining league games.