Remote Statistician: AI Reasoning & Method Validation

AI Trainer Jobs; Northern (KY); Hybrid; USD 85,000 - 121,000; Part time

Benefits offered by this job

Remote work – US-eligible

Job summary

AI Trainer Jobs seeks a Statistician for a remote reviewer track focused on evaluating AI outputs in statistics reasoning, derivations, and research workflows. You will grade, reproduce key steps, and document methods to train the modeling team.

Responsibilities include validating calculations, flagging errors, and capturing corrected reasoning for training data. Requires PhD or equivalent research background and multi-page rubric familiarity. Remote, contractor role, approx. 10+ hrs weekly.

Qualifications

• Graduate-level training or equivalent applied experience in statistics or a closely related field.
• 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 statistics methods, conventions, and prior work for Statistician 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.

Skills

Scientific reasoning

Method validation

Citation review

Quantitative analysis

Statistics

Education

PhD in statistics

Job description

AI Trainer Jobs seeks a Statistician for a remote reviewer track focused on evaluating AI outputs in statistics reasoning, derivations, and research workflows. You will grade, reproduce key steps, and document methods to train the modeling team.

Responsibilities include validating calculations, flagging errors, and capturing corrected reasoning for training data. Requires PhD or equivalent research background and multi-page rubric familiarity. Remote, contractor role, approx. 10+ hrs weekly.