Career
Born in Belgrade, Kingdom of Yugoslavia, he played his entire career with FK Radnički Beograd as a forward. He was part of the club between 1952 and 1967. He played 198 matches and scored 18 goals in the top league until 1961, when FK Radnički was relegated not to be promoted again until Ognjanović retired in 1967.
He played one match for the Yugoslav national team in 1958.