Remote HR AI Evaluator & Rubric Auditor

AuraOne, Inc.; United States; Remote; USD 20,000 - 50,000; Part time

Job summary

AuraOne, Inc. is seeking a Human Resources Operations AI Evaluator to review AI evaluation prompts and responses. This remote contract position focuses on delivering accurate feedback, ensuring outputs align with quality standards.

This role is ideal for those with experience in evaluation and annotation, offering flexible hours for at least 10 hours per week. Strong attention to detail is crucial for success in this remote position, ensuring AI outputs are effectively vetted.

Qualifications

• Prior evaluation, annotation, or human-rater experience on human resources operations ai evaluation.
• 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 human resources operations ai evaluation model outputs against a versioned rubric.
• 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.
• Document recurring failure modes so the modeling team can target them.

Skills

Model output evaluation

Rubric-based annotation

Severity tagging

Inter-rater calibration

Human Resources Operations AI evaluat

Enterprise operations

AI evaluation

Rubric writing

Expert review

Job description

AuraOne, Inc. is seeking a Human Resources Operations AI Evaluator to review AI evaluation prompts and responses. This remote contract position focuses on delivering accurate feedback, ensuring outputs align with quality standards.

This role is ideal for those with experience in evaluation and annotation, offering flexible hours for at least 10 hours per week. Strong attention to detail is crucial for success in this remote position, ensuring AI outputs are effectively vetted.