He was a member of Drava for a season and a half and earned 54 appearances for the club in the Slovenian top flight, scoring 1 goal.
In late November 2010 it was announced by Zlatko Zahovič, Maribor's sport director, that Serie A side Palermo were in advanced talks to sign Anđelković permanently.
[7] On 12 January 2011, Anđelković made his debut for Palermo, playing the whole 90 minutes in the Coppa Italia round of 16 game against Chievo; the match ended in a 1–0 win for the Sicilians.
[11] He returned to recently relegated Serie B club Palermo at the end of the season, after his Modena loan expired, ensuring immediately a place in the starting lineup alongside Ezequiel Muñoz and Claudio Terzi.
[13] Anđelković made his senior international debut for Slovenia on 9 February 2011, appearing in a friendly game against Albania in a squad that also included Palermo teammates Armin Bačinović and Josip Iličić.