 He came on as a substitute in the 2003 Bulgarian Cup Final, as the team lost 2–1 to Levski Sofia.In early 2006, Bogunović moved abroad for the second time and joined Hungarian club Zalaegerszeg.He spent the next two seasons with Polish side Widzew Łódź, before returning to his parent club Novi Sad in the summer of 2008.