Expert Match AI

AI opportunity matching

Your research training is exactly what frontier AI needs

Frontier models are hitting the limits of what generalist annotators can teach them. Labs now recruit PhDs and researchers in math, physics, chemistry, biology, and the social sciences to write and grade problems at the edge of the models' abilities - flexible, remote, and paid by the hour.

Who qualifies

PhD holders and candidates, postdocs, research scientists, and master's-level researchers in mathematics, physics, chemistry, biology, economics, and adjacent fields.

Common tasks

Authoring benchmark problems with rigorous ground-truth solutions, grading AI reasoning against domain standards, writing expert proofs and derivations, and evaluating scientific accuracy of model outputs.

Platforms covered

Expert Match AI aggregates opportunities from Mercor, Turing, micro1, and other AI training platforms. Upload your resume to see which roles match your background.

Expert Match AI is operated by North Kestrel Inc. Some outbound links may include referral codes. Matching is based on candidate fit, not referral payout.