Remote Proof Verification & Reasoning Reviewer

AuraOne, Inc.; United States; Remote; USD 55,000 - 83,000; Full time

Job summary

AuraOne, Inc. is seeking a Proof Verification Reasoning Reviewer to work remotely as an independent contractor.

You will evaluate AI outputs, reproduce key derivations, and document the correct method so the modeling team can train on it. Responsibilities include reviewing proofs, flagging dimensional and citation errors with structured rubrics, and adjudicating disputed answers against textbooks or papers.

Qualifications

• Graduate-level training or equivalent applied experience in proof verification reasoning research review or a closely related field.
• Hands-on experience publishing, teaching, or advising on the topic at a professional level.
• Clear written reasoning citing methods, papers, or worked examples.
• Reliable async availability for at least 10 hours per week.

Responsibilities

• Review AI outputs against current proof verification reasoning research review methods, conventions, and prior work for Proof Verification Reasoning 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.
• Adjudicate disputed answers against textbooks, papers, or community standards.
• Maintain reviewer-quality scores in inter-rater calibration cycles.

Skills

Scientific reasoning

Method validation

Citation review

Quantitative analysis

Proof Verification Reasoning research

Formal reasoning

Proof review

Proof

Verification

Education

Graduate-level training or equivalent applied experience

PhD / postdoc or industry research experience

Job description

AuraOne, Inc. is seeking a Proof Verification Reasoning Reviewer to work remotely as an independent contractor.

You will evaluate AI outputs, reproduce key derivations, and document the correct method so the modeling team can train on it. Responsibilities include reviewing proofs, flagging dimensional and citation errors with structured rubrics, and adjudicating disputed answers against textbooks or papers.