 In 2003, Džidić came back to Zrinjski but shortly after got sacked due to poor results.In 2004, he once again came back to Zrinjski.That proved to be the right choice, since Džidić led the Zrinjski teem to win first place in the Bosnian Premier League in the 2004–05 season, with it going down in history as the first title in Zrinjski's history for the club's one hundredth anniversary.