In his career he played for Topličanin, Dinamo Pančevo, Rad, Zemun, Obilić, Železnik, Voždovac, but his career started taking off when he joined Red Star Belgrade in January 2006.
Almost 26 years of age at this point, Đokić had a great half-season scoring 8 goals from 9 league appearances during the second half of the 2005–06 season, helping Red Star to the league title.
He scored 14 goals over his next full season at Red Star, becoming the club's top striker en route to another league championship.
On 10 March 2010, Đokić joined Chinese Super League side Chongqing Lifan on loan.
[4] He signed a two-year contract with Saudi Professional League side Najran SC on 5 September 2011.