Born in Belgrade, Socialist Federal Republic of Yugoslavia, Đurđević made his professional debuts with FK Rad in 1996. In January 1998 he first moved abroad, going on to remain two-and-a-half years in Spain with CD Ourense and competing in both the Segunda División and Segunda División B tournaments.
Đurđević spent most of his 17-year career in Portugal, where he amassed Primeira Liga totals of 154 games and 16 goals with S.C. Farense, Vitória S.C. and C.F. Os Belenenses, and in Poland, spending six consecutive seasons in the Ekstraklasa with Lech Poznań.
After retiring, Đurđević stayed connected to his last club as a youth manager. On 8 May 2015 he was appointed head coach of the reserve team, in III liga.