He started his career in Partizan, a club where he passed all categories, from the pioneer youth side to the senior side. He played a total of 328 games and scored 79 goals. He won the league title with Partizan twice: in 1985–86 and 1986–87.
He played for the pioneer, U20, U21, Olympic and A national teams. The only match for the senior side of Yugoslavia was in October 1985 against Austria in Linz.[4]
Coaching career
Stevanović started his coaching career with the younger categories of Partizan, and then briefly coached Čukarički and Železnik.
He returned to Partizan as an assistant coach in January 2008, and on 7 September 2009, he was promoted to head coach after the departure of Slaviša Jokanović.[5] In April 2010 however, after losing to Vojvodina in the semi-final of the 2009–10 Serbian Cup, he submitted his irrevocable resignation.[6] As his biggest achievements on the bench of Partizan, Stevanović cited the victory with a player down in the derby match against Red Star Belgrade on 28 November 2009 and the 1–0 victory against Shakhtar Donetsk in the Europa League, with which Partizan ended a streak of twelve matches without a win in European competitions.[6]
In January 2011, Stevanović was appointed as the new Ghana coach.[3] On 19 March 2012, Stevanović was sacked as the Ghana coach.[7]
On 6 June 2013, Stevanović was hired by Greek Super League side Veria.[8] On 27 August 2013, Stevanović left his Veria position.[9]
On 5 September 2013, Stevanović signed a one-year deal with Chinese side Qingdao Jonoon.[10] He was sacked at the end of 2013 season after Qingdao Jonoon relegation to China League One.