Remote AI Agent Evaluator & Rubric Specialist

AuraOne, Inc.; United States; Remote; USD 34,000 - 55,000; Full time

Job summary

AuraOne, Inc. is seeking a remote AI data reviewer to evaluate agent evaluation outputs against a versioned rubric. You will label edge cases, provide rationales, and help calibrate review quality across long batches.

Ideal candidates have prior evaluation or annotation experience, strong attention to detail, and reliable weekly availability for async work. This contractor role offers flexible remote work and requires US eligibility.

Qualifications

• Prior evaluation, annotation, or human-rater experience on ai agent evaluation or adjacent content for AI Agent Evaluator work.
• Comfort applying multi-page rubrics consistently across long batches.
• Clear written reasoning that names the issue and the rubric clause being applied.
• Strong attention to detail and the ability to flag when a prompt itself is the problem.
• Reliable async availability for at least 10 hours per week.

Responsibilities

• Evaluate ai agent evaluation model outputs against a versioned rubric and assign severity tags for AI Agent Evaluator assignments.
• Compare paired responses and pick the stronger answer with a written rationale.
• Label hallucinations, instruction-following failures, and unsafe content with structured tags.
• Capture ambiguous prompts and route them back to the program team for rubric updates.
• Maintain reviewer-quality scores by calibrating against gold-standard examples each week.
• Document recurring failure modes so the modeling team can target them in the next training run.

Skills

Evaluation experience

Rubric-based annotation

Severity tagging

Inter-rater calibration

AI Agent evaluation

AI model evaluation

Job description

AuraOne, Inc. is seeking a remote AI data reviewer to evaluate agent evaluation outputs against a versioned rubric. You will label edge cases, provide rationales, and help calibrate review quality across long batches.

Ideal candidates have prior evaluation or annotation experience, strong attention to detail, and reliable weekly availability for async work. This contractor role offers flexible remote work and requires US eligibility.