Tatareva began rhythmic gymnastics in her hometown junior sports school "Viktoria."

She first came in under the guidance of coach Anna Shumilova where she would eventually relocate to train under Russia's central national team gymnastics program.

[citation needed] Tatareva became an official member of the Russian national group in the 2014 season.

She was member of the Russian group that won all-around gold at the 2014 European Championships in Baku, Azerbaijan.

On August 19 to 21, Tatareva was a member of the golden winning Russian group together with Anastasia Maksimova, Maria Tolkacheva, Anastasia Bliznyuk, Vera Biryukova that won gold at the 2016 Summer Olympics held in Rio de Janeiro, Brazil.