International Scouting Services (ISS) ranked Tarasenko as the top-ranked European skater, and fourth overall, in its mid-term rankings ahead of the 2010 NHL Entry Draft. Described by scouts as strong and mobile with no glaring weaknesses, Tarasenko had expressed interest in playing in the NHL, though his father, also his coach with Sibir, believed it was important that his son remain in Russia. Tarasenko was ultimately drafted by St. Louis Blues in the first round, 16th overall, at the 2010 Draft with the pick obtained via a trade from the Ottawa Senators St. Louis had acquired in exchange for David Rundblad.