In the early 2000s, Djurovski came out of retirement and went on to play for Slovenian Third League clubs Rogoza, Bistrica (twice), and Malečnik. He then served as player-manager of Bosnian club Rudar Prijedor in 2003. Afterwards, Djurovski made two appearances for Ljubljana in the First League, before the club dissolved at the end of the 2004–05 season. He later served as player-manager of Malečnik, before joining newly formed Slovenian club Bežigrad in July 2005. Djurovski appeared in a couple of matches for the club, before definitely retiring from the game, aged 42.