Remote AI Data Annotation Evaluator & Quality Reviewer

AuraOne, Inc.; United States; Remote; USD 28,000 - 41,000; Full time

Job summary

AuraOne, Inc. seeks a Remote Generalist for Data Annotation to evaluate model outputs against a rubric and provide structured feedback for retraining. This is a contractor role, US-eligible, with async availability of at least 10 hours per week and weekly calibration against gold-standard samples.

You will compare paired responses, label edge cases, and write clear rationales, flag content issues, and document recurring failure modes to guide future rubric updates for AuraOne Human Data.

Qualifications

• Prior evaluation, annotation, or human-rater experience on related data annotation tasks.
• Ability to apply multi-page rubrics consistently across long batches.
• Clear written reasoning citing rubric clauses.

Responsibilities

• Evaluate 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 tags.
• Capture ambiguous prompts and route them for rubric updates.
• Calibrate reviewer-quality scores against gold-standard examples weekly.
• Document recurring failure modes for training improvements.

Skills

Model output evaluation

Rubric-based annotation

Severity tagging

Inter-rater calibration

Generalist for Data Annotation

Job description

AuraOne, Inc. seeks a Remote Generalist for Data Annotation to evaluate model outputs against a rubric and provide structured feedback for retraining. This is a contractor role, US-eligible, with async availability of at least 10 hours per week and weekly calibration against gold-standard samples.

You will compare paired responses, label edge cases, and write clear rationales, flag content issues, and document recurring failure modes to guide future rubric updates for AuraOne Human Data.