Tchernichovsky was born on 20 August 1875 in the village of Mykhailivka, Mykhailivka Raion, Taurida Governorate (now in Zaporizhzhia Oblast, Ukraine). He attended a modern Jewish primary school and transferred to a secular Russian school at the age of 10.