Remote Computational Math Reviewer & Derivation Validator

AuraOne, Inc.; United States; Remote; USD 55,000 - 96,000; Full time

Job summary

AuraOne, Inc. is seeking a Computational Mathematics Expert for remote contractor work evaluating AI outputs across mathematics reasoning and research workflows.

Reviewers grade derivations, reproduce key results, and document the correct method so the modeling team can train on it. The role requires clear, citeable written reasoning and the ability to work asynchronously for at least 10 hours per week from US time zones.

Qualifications

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

Responsibilities

• Review AI outputs against current mathematics methods, conventions, and prior work for Computational Mathematics Expert 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

Mathematics

Education

Graduate-level mathematics

Job description

AuraOne, Inc. is seeking a Computational Mathematics Expert for remote contractor work evaluating AI outputs across mathematics reasoning and research workflows.

Reviewers grade derivations, reproduce key results, and document the correct method so the modeling team can train on it. The role requires clear, citeable written reasoning and the ability to work asynchronously for at least 10 hours per week from US time zones.