Peñarol, Austrian Grazer AK (where he was dismissed after slapping Boban Dmitrović[1]) and Chinese Shanghai Shenhua and Beijing Guoan.

On 23 December 2008, he was appointed for the head coach of his former team FK Vojvodina from Novi Sad, title challengers in the Serbian Superliga for the 2008–09 season.

In the summer of 2015 Petrović managed Litex Lovech for three matches, leading them to first place in the 2015–16 A PFG standings, but left the team in early August for family reasons.

However, it eventually turned out to be another short-lived appointment for the Serbian head coach, as Litex were expelled from the A PFG by the Bulgarian Football Union after their players were ordered off the pitch in a heated derby match against Levski Sofia held on 12 December.

On 8 April 2014, Petrović was announced as the successor of the recently sacked Croatian manager Robert Jarni as the head of the FK Sarajevo team.

[8] However, only two days after, a picture of the manager and deceased Serbian paramilitary commander Arkan erupted in the Bosnian media depicting Petrović holding a weapon while instructed by the war criminal.

[13] During his time in the legislature, he was a member of Serbia's parliamentary friendship groups with Bulgaria, Cyprus, Greece, Japan, Kazakhstan, and Rwanda.