Milosavljev made his debut for Jugović in the 2011–12 season.[1] He was transferred to Partizan in March 2017. As part of the deal, it was agreed that Milosavljev would initially go on loan to Qatari club Lekhwiya.[2] He helped them win the Amir Cup, before returning to Partizan. In July 2018, Milosavljev signed with Macedonian champions Vardar.