Physics Researcher for AI Model Evaluation
$80 - $135 per hourSaidGig
Join a pioneering initiative to develop and verify golden reference solutions for the CritPt benchmark, a cutting-edge physics evaluation tool. This role involves tackling complex research-level physics problems, auditing peer solutions, and establishing verified data that will enhance the evaluation of large language models in advanced physics reasoning.
Physics Subdomains Covered- High Energy Physics & Mathematical Physics
- Biophysics & Statistical Physics
- Condensed Matter & AMO
- Gravitation / Cosmology / Astrophysics
- Quantum Information
- Optical Properties of Materials
- Magnetic Materials
- Measurements in QM
- Solve research-level physics challenges end-to-end with verifiable derivations, code, and peer-reviewed references.
- Decompose challenges into standalone checkpoint sub-problems that require genuine physical reasoning.
- Author Python answer templates with auto-grading functions for symbolic or numerical answers.
- Audit submitted solutions for correctness, scope, and method soundness; deliver actionable feedback across iterations.
- Adjudicate between parallel solver attempts and decide which solution becomes the golden reference.
- Document chain-of-thought reasoning, error tolerances, equivalent symbolic forms, and verification test cases.
- Solver: PhD or postdoc in the relevant subfield (senior PhD student minimum).
- Auditor: Postdoc or junior professor in the relevant subfield (PhD minimum).
- Adjudicator: Full professor or industry research PI in the relevant subfield (senior postdoc or junior professor minimum).
- Hands-on familiarity with at least two canonical methods of the target subfield, demonstrable through publications (broader coverage strongly preferred).
- 3, 5 representative publications (arXiv ID or DOI), ideally within the last ~5 years and in the target subfield.
- Working proficiency with LaTeX, Python, Jupyter, and SymPy.
- Strong written English (B2/C1/C2 minimum; native or near-native preferred).
- Expected commitment: ~10 hours/week, sustained across an 8, 10 week window per task pool.
- Pay range: $80, $135 per hour, based on role and demonstrated expertise.
- Asynchronous work.
$40 per hour
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