Hurok was born in Pogar, Chernigov Governorate, Russian Empire (in present-day Bryansk Oblast, Russia) on April 9, 1888. He became a naturalized citizen of the United States in 1914. Hurok died on March 5, 1974 from a heart attack in New York City, New York, aged 85.