In the summer of 1986, Djurovski made a surprising and controversial move to Red Star's bitter rivals Partizan.

[1] He stayed for four years at Stadion JNA, including an inactive season because of his compulsory military service.

[5] Still a junior, Djurovski made his senior debut for the club on 11 April 1979, coming on as a substitute for Duško Lukić in the first leg of the UEFA Cup semi-final, a 1–0 win over Hertha BSC.

He spent the following 1979–80 season on loan at Čukarički, becoming the Serbian League (Group North) top scorer with 15 goals.

[6] After returning from a loan spell, Djurovski helped Red Star win the Yugoslav First League in the 1980–81 campaign, scoring five goals in the process.

[7] He immediately established himself as the club's key player, being their top scorer in the 1986–87 season, as Partizan won the league title.

He was the club's top league scorer in his debut season at Oosterpark with 14 goals, leading them to a third place, behind PSV and Ajax.

He then moved to the United States and briefly played indoor soccer for the Kansas City Attack in 1998, alongside his former Partizan teammate Nebojša Vučićević.

[13] Djurovski made his full international debut for Yugoslavia on 31 March 1984, coming on as a substitute for Miloš Šestić and scoring the game's opener in a 2–1 friendly win over Hungary.

He subsequently represented the country at the 1984 Summer Olympics, as the team won the bronze medal, defeating Italy in the third place match.

He made his senior debut for Macedonia in an October 1994 European Championship qualification match against Spain in Skopje and earned a total of 3 caps, scoring no goals.

[26] Subsequently, Djurovski returned to Slovenia and took charge at Drava Ptuj for the second time, before leaving the position in April 2010.