Remote Research Insights Reviewer Derivations & Validation

AuraOne; United States; On-site; USD 55,000 - 90,000; Full time

Job summary

AuraOne is seeking a Research & Insights Expert for a remote contractor role. You will evaluate AI outputs against established research review methods, reproduce key derivations, and document the correct methods for future training.

Responsibilities include flagging errors, adjudicating disputes with reference to textbooks or papers, and maintaining consistency across batches with rubrics.

Qualifications

• Graduate-level training or equivalent in research insights review or related field.
• Hands-on publishing, teaching, or advising on the topic at a professional level.
• Comfort applying rubrics consistently across long batches.
• 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 research insights review methods, conventions, and prior work.
• 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

Research Insights research review

Education

Graduate-level training or equivalent

Job description

AuraOne is seeking a Research & Insights Expert for a remote contractor role. You will evaluate AI outputs against established research review methods, reproduce key derivations, and document the correct methods for future training.

Responsibilities include flagging errors, adjudicating disputes with reference to textbooks or papers, and maintaining consistency across batches with rubrics.