Remote Frontier Model Grading Failure Evaluator

AI Trainer Jobs; United States; Remote; USD 34,000 - 55,000; Part time

Job summary

AuraOne seeks a remote Model Grading Failure Analysis Reviewer as an independent contractor. You will review model grading failure analysis prompts and responses, label edge cases, and craft feedback to retrain the modeling team.

This role emphasizes rubric-based evaluation, structured reasoning, and high attention to detail. Eligible applicants are remote and US-eligible, with an hourly rate to be confirmed after the interview.

Qualifications

• Prior evaluation, annotation, or human-rater experience on model grading failure analysis evaluation or adjacent content.

Responsibilities

• Evaluate model grading failure analysis evaluation outputs against a rubric and assign severity tags.
• Compare paired responses and select the stronger answer with a rationale.
• Label hallucinations, instruction-following failures, and unsafe content with structured tags.
• Capture ambiguous prompts and route for rubric updates.

Skills

Evaluation experience

Annotation experience

Inter-rater calibration

Job description

AuraOne seeks a remote Model Grading Failure Analysis Reviewer as an independent contractor. You will review model grading failure analysis prompts and responses, label edge cases, and craft feedback to retrain the modeling team.

This role emphasizes rubric-based evaluation, structured reasoning, and high attention to detail. Eligible applicants are remote and US-eligible, with an hourly rate to be confirmed after the interview.