Chernov was the son of Alexander Alexandrovich Chernov (1877-1963), a Russian geologist and paleontologist, and his mother, Eugenia P. Magnushevskom.
From 1957 to 1967, Chernov was a senior researcher at the Institute of Geology, Komi Branch of the USSR Academy of Sciences.