Career
After playing in his homeland, Ranđelović moved to Russia in 1999 and signed for Anzhi Makhachkala. He was the top goalscorer of the Dagestan-based club in the 2000 season with 12 league goals. After two years there, Ranđelović played for CSKA Moscow and Zenit Saint St. Petersburg.
In the summer of 2008, Ranđelović joined Rudar Pljevlja from Montenegro.
He stayed there for the next two and a half years, scoring 40 goals in the First League. In the 2012 winter transfer window, Ranđelović returned to his country and joined Sloboda Užice of the SuperLiga.
He was the league"s second goalscorer with 18 goals in the 2012-2013 season. Playing with Thiago Galvão, Ranđelović formed the most formidable attacking duo in the league.