Remote Anonymization Quality Reviewer - Long Projects

AuraOne Human Data; United States; Remote; USD 62,000 - 83,000; Full time

Job summary

AuraOne Human Data seeks an Anonymization Quality Reviewer for remote, contractor-based work focused on evaluating long project anonymization outputs. You will compare model responses, tag edge cases, and provide structured feedback to support retraining and rubric refinement.

The role requires clear written reasoning, attention to detail, and the ability to work asynchronously for at least 10 hours per week. Must be eligible to work from the United States as a remote contractor.

Qualifications

• Prior evaluation, annotation, or human-rater experience on long project anonymization quality evaluation or adjacent content for LONG PROJECT Anonymization Quality Reviewer 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 long project anonymization quality evaluation model outputs against a versioned rubric and assign severity tags for LONG PROJECT Anonymization Quality Reviewer 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

Model output evaluation

Rubric-based annotation

Severity tagging

Inter-rater calibration

LONG PROJECT Anonymization Quality

Job description

AuraOne Human Data seeks an Anonymization Quality Reviewer for remote, contractor-based work focused on evaluating long project anonymization outputs. You will compare model responses, tag edge cases, and provide structured feedback to support retraining and rubric refinement.

The role requires clear written reasoning, attention to detail, and the ability to work asynchronously for at least 10 hours per week. Must be eligible to work from the United States as a remote contractor.