After spending nearly two years at the helm of Serbian League Belgrade club Radnički Obrenovac, Milošević was appointed as manager of Serbian SuperLiga side BSK Borča in December 2012.
[1] In August 2016, Milošević was appointed as manager of Radnik Bijeljina.
[3] Between 2017 and 2019, Milošević served as an assistant to Slaviša Stojanović at Riga FC, Levski Sofia,[4] and the Latvia national football team.
In July 2019, Milošević was appointed as manager of Egyptian Premier League club El Gouna.
[5] He was dismissed five months later due to poor results.