A brief article in The Great Soviet Encyclopaedia says he was born in 1907 in the town of Yefremov or Efremov (Russian: Ефре́мов) in the Tula Oblast.
Konstantin Ivanov was succeeded as Principal Conductor of the USSR Symphony Orchestra in 1965 by Yevgeny Svetlanov.