In his university career, Kaneko performed as both a starter and a reliever for Osaka University of Commerce.
At the 2014 Nippon Professional Baseball draft, Kaneko was selected 9th by the Chunichi Dragons where he went on to sign a ¥6,000,000 contract with a ¥15,000,000 sign on bonus [REF].