Remote STEM AI Validation & Reproduction Specialist

AI Trainer Jobs; United States; Remote; USD 62,000 - 76,000; Part time

Job summary

AI Trainer Jobs is seeking reviewers for a remote contract role evaluating AI outputs in STEM contexts. You will review derivations, reproduce key steps, and document methods so models can be trained on correct approaches.

Qualifications include graduate-level STEM training or equivalent applied research experience, ability to publish or teach on the topic, and strong written reasoning with cited methods. Remote work with US eligibility and contractor terms apply.

Qualifications

• Graduate-level training or equivalent applied experience in STEM research.
• Hands-on experience publishing, teaching, or advising on the topic at a professional level.
• Clear written reasoning that cites methods, papers, or worked examples.

Responsibilities

• Review AI outputs against current STEM research methods 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.

Skills

Scientific reasoning

Method validation

Citation review

Quantitative analysis

STEM research

Education

Graduate-level STEM training

Job description

AI Trainer Jobs is seeking reviewers for a remote contract role evaluating AI outputs in STEM contexts. You will review derivations, reproduce key steps, and document methods so models can be trained on correct approaches.

Qualifications include graduate-level STEM training or equivalent applied research experience, ability to publish or teach on the topic, and strong written reasoning with cited methods. Remote work with US eligibility and contractor terms apply.