He was transferred to Partizan in June 2003,[2] spending half of his four-year contract on loan at other clubs, including spells with Obilić and Bežanija.
He was later loaned to OFK Beograd in January 2008,[3] but appeared in just five league matches with the Romantičari, before returning to his parent club.
[5] Milović made one appearance for Serbia, playing the full 90 minutes in a 3–0 away friendly win over Japan on 7 April 2010.
[6][7] In May 2018, after previously serving as an assistant to Vlado Jagodić, Milović was appointed caretaker manager of Javor Ivanjica until the end of the season.
[8] In May 2023, Milović was named caretaker manager of Javor Ivanjica for the second time in his career, replacing Mladen Dodić with one game left in the season,[9] and saved the club from relegation.