Takaya Numata is a Japanese forward from Takatsuki, Osaka. After playing at Kansai University, he began his professional career with Renofa Yamaguchi in 2022 and moved to FC Machida Zelvia the following year. He later spent part of 2024 on loan at Kagoshima United before continuing with Machida in the J.League.