Dalian Shide F.C.
Born in Vinkovci, SR Croatia, SFR Yugoslavia, Rajović moved to Vojvodina at an early age. He was later sent on loan to Vrbas on two separate occasions. In the summer of 1999, Rajović moved to Bulgaria and joined Beroe Stara Zagora. He scored four league goals in 19 appearances, as the club avoid relegation from the top flight. In 2001, he played in Asia with Dalian Shide F.C. in the Chinese Super League. After a season in East Asia he played in the First League of FR Yugoslavia with FK Vojvodina. In 2002, he played in the Premier League of Bosnia and Herzegovina, and became best remembered for his time with Glasinac Sokolac and Zrinjski Mostar (two spells), becoming the Premier League top scorer in the 2004–05 season with 17 goals.