A technical background in a STEM field—such as Computer Science, Data Science, AI, Statistics, or Engineering—paired with experience evaluating technical competency (e.g., designing coding assessments, technical interviews, certification exams, or graded coursework), so you can judge whether an assessment item is accurate and genuinely tests skill. * Demonstrated expertise in assessment design—item writing, scoring, standard-setting, and the validity, reliability, and fairness principles behind credible certification—with proven experience building or running technical assessments or certification programs. * Strong experience with agentic AI systems such as Claude Code, Cursor, or Replit, and building AI automation systems. * Graduate degree (Master's or PhD) in a related STEM discipline, or equivalent industry
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