Welo Data is seeking remote Japanese-speaking experts in Japan to identify realistic AI search failures and develop instructions and evaluation criteria for correct answers. The position requires a commitment of 20 hours per week on an ongoing freelance contract. Applicants must hold or be pursuing a PhD and possess deep familiarity with local Japanese culture, regulations, and business practices.