After Bajković's and Vesić's departures, Rajković stayed with a year younger Filip Manojlović and Marko Trkulja who returned from Spartak Subotica, where he was on loan.
On 29 June 2015, Rajković signed a new three-year contract with Red Star, after days of speculation about his potential transfer away from the club [REF].