Remote AI Training Evaluator: Rubric QA & Feedback

AuraOne, Inc.; United States; Remote; USD 34,000 - 62,000; Full time

Benefits offered by this job

Remote work

Contractor role

Job summary

AuraOne, Inc. is seeking a remote AI Training Expert to evaluate prompts and responses against our quality rubric. You will review paired outputs, assign severity tags, and provide structured feedback for retraining.

The contractor role offers remote US-eligibility with flexible hours and weekly calibration tasks; prior experience in evaluation, annotation, and clear reasoning is highly valued.

Qualifications

• Prior evaluation, annotation, or human-rater experience in AI training evaluation.
• Ability to apply multi-page rubrics consistently across long batches.
• Clear written reasoning naming the issue and rubric clause being applied.
• Strong attention to detail and ability to flag when a prompt is the problem.

Responsibilities

• Evaluate AI training evaluation model outputs against a versioned rubric and assign severity tags.
• Compare paired responses and select the stronger answer with rationale.
• Label hallucinations, instruction-following failures, and unsafe content with structured tags.
• Capture ambiguous prompts and route them to the program team for rubric updates.
• Maintain reviewer-quality scores by calibrating against gold-standard examples weekly.
• Document recurring failure modes to guide future training runs.

Skills

Model output evaluation

Rubric-based annotation

Severity tagging

Inter-rater calibration

AI Training evaluation

AI model evaluation

Job description

AuraOne, Inc. is seeking a remote AI Training Expert to evaluate prompts and responses against our quality rubric. You will review paired outputs, assign severity tags, and provide structured feedback for retraining.

The contractor role offers remote US-eligibility with flexible hours and weekly calibration tasks; prior experience in evaluation, annotation, and clear reasoning is highly valued.