Subsequently, Djurovski returned to Slovenia and took charge at Drava Ptuj for the second time, before leaving the position in April 2010. He also served as manager of Austrian club Pöllau in 2012. In June 2015, Djurovski was appointed manager of Slovakian club Zlaté Moravce. He once again returned to Slovenia and took charge at Zavrč in October 2015. In March 2016, Djurovski became manager of Bosnian club Slavija Sarajevo. He left the club only two months later after failing to avoid relegation from the top flight.