Club management decided to sign a more experienced goalkeeper, and Damir Kahriman joined Red Star. But Kahriman couldn't play at the beginning of the season because of administrative problems, so Rajković started the season as a first choice. After Milijaš's departure, Mijailović's suspension, Luković's injury, and Lazović's conflict with management, coach Nenad Lalatović decided to give the captain's armband to Rajković.[14] He had 16 clean sheets in 28 league appearances, and was selected as the best goalkeeper in 2014–15 season, chosen by other players.[15]