A regular in all of Macedonia's youth squads, Babunski scored his first goal for the under-21 team on 25 May 2012, netting his side's second in a 2-2 friendly draw against Albania [REF].
In August 2013 he was called up by the main squad for a friendly against Bulgaria [REF].