Remote AI Combinatorics Model Reviewer

AI Trainer Jobs; United States; Remote; USD 69,000 - 96,000; Full time

Job summary

AuraOne is seeking a Combinatorics Model Evaluator for a remote review track evaluating AI outputs across combinatorics model research, reasoning, and workflows. Reviewers grade derivations and reproduce results to train the modeling team.

This contractor role offers hourly pay and requires expertise in mathematical reasoning and proof review, with eligibility for US remote work. Multilingual capability is a plus; prior AI-assisted research tooling review is valued.

Qualifications

• PhD, postdoc, or industry research experience in combinatorics or related areas.
• Multilingual fluency for non-English papers and corpora.
• Prior work reviewing AI-assisted research tooling and its failure modes.

Responsibilities

• Review AI outputs against combinatorics model research review methods.
• Reproduce or sanity-check key derivations, calculations, or claims.
• Flag errors with structured severity tags.
• Capture corrected reasoning for training purposes.

Skills

Scientific reasoning

Method validation

Citation review

Quantitative analysis

Combinatorics

Formal reasoning

Proof review

Education

PhD or postdoc in related field

Job description

AuraOne is seeking a Combinatorics Model Evaluator for a remote review track evaluating AI outputs across combinatorics model research, reasoning, and workflows. Reviewers grade derivations and reproduce results to train the modeling team.

This contractor role offers hourly pay and requires expertise in mathematical reasoning and proof review, with eligibility for US remote work. Multilingual capability is a plus; prior AI-assisted research tooling review is valued.