Remote AI Physics Derivation Reviewer

AI Trainer Jobs; United States; Remote; USD 136,000 - 194,000; Part time

Job summary

AuraOne is seeking a Physical Affordance Failure Case Reviewer for its remote review track evaluating AI outputs in physics reasoning, calculations, and research workflows. Reviewers grade derivations and document correct methods to train the modeling team.

This contractor role requires graduate-level physics expertise, meticulous rubric application, and the ability to work asynchronously about 10 hours per week. Compensation is hourly with US eligibility.

Qualifications

• Graduate-level training or equivalent applied experience in physics or a closely related field.
• Experience publishing, teaching, or advising on the topic at a professional level.
• Ability to apply multi-page rubrics consistently across long batches.
• Clear written reasoning that cites methods, papers, or worked examples.
• Reliable async availability for at least 10 hours per week.

Responsibilities

• Review AI outputs against current physics methods, conventions, and prior work for Physical Affordance Failure Case Reviewer assignments.
• Reproduce or sanity-check key derivations, calculations, or experimental claims.
• Flag dimensional, methodological, and citation errors with structured severity tags.
• Capture the corrected reasoning or worked example so the modeling team can train on it.

Skills

Physics reasoning

Quantitative analysis

Research experience

Technical documentation

Multilingual

Education

PhD, postdoc, or industry research experience in physics

Job description

AuraOne is seeking a Physical Affordance Failure Case Reviewer for its remote review track evaluating AI outputs in physics reasoning, calculations, and research workflows. Reviewers grade derivations and document correct methods to train the modeling team.

This contractor role requires graduate-level physics expertise, meticulous rubric application, and the ability to work asynchronously about 10 hours per week. Compensation is hourly with US eligibility.