This role involves evaluating and improving AI-generated HR and People Operations tools by translating HR practices into spreadsheet formulas, validation rules, and review standards. Candidates should have at least five years of experience in HR, People Operations, or Talent Acquisition, as well as fluency in English. The position is a remote contractor role open worldwide requiring 20+ hours per week with eight hours of Pacific Time overlap.