[LONG PROJECT] Anonymization Writer

AuraOne, Inc.; United States; Remoto; USD 62.000 - 76.000; Part-time

Descrizione del lavoro

AuraOne, Inc. is seeking an Independent contractor to act as an Anonymization Writer evaluator for long projects. Remote US-eligible, you will review model outputs, apply a versioned rubric, and provide structured feedback to help retrain the system.

You will compare paired responses, tag errors, and calibrate reviewer scores weekly while maintaining high attention to detail and clear, traceable reasoning.

Competenze

• Prior evaluation, annotation, or human-rater experience on LONG PROJECT Anonymization Writer 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.

Mansioni

• Evaluate long project anonymization writer evaluation model outputs against a versioned rubric and assign severity tags for [LONG PROJECT] Anonymization Writer 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.

Conoscenze

Model output evaluation

Rubric-based annotation

Severity tagging

Inter-rater calibration

LONG PROJECT Anonymization Writer eval

Formazione

Background in linguistics, content moderation, or trust & safety review

Strumenti

Inter-rater agreement metrics

Calibration cycles

Descrizione del lavoro

[LONG PROJECT] Anonymization Writer is a remote evaluation track for reviewing long project anonymization writer evaluation prompts and responses against AuraOne's quality rubric. Reviewers compare paired outputs, label edge cases, and write the kind of structured feedback the modeling team can use to retrain.

Why this role matters

AI data reviewers help turn long project anonymization writer evaluation outputs into auditable labels, rationales, and regression cases for AuraOne Human Data.

Responsibilities

• Evaluate long project anonymization writer evaluation model outputs against a versioned rubric and assign severity tags for [LONG PROJECT] Anonymization Writer 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.

Qualifications

• Prior evaluation, annotation, or human-rater experience on long project anonymization writer evaluation or adjacent content for [LONG PROJECT] Anonymization Writer 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.

Example tasks

• Compare two long project anonymization writer evaluation model responses to the same prompt and pick the stronger one with rationale.
• Tag an unsafe response with the correct policy category and severity.
• Audit a 50-row batch for rubric consistency and report drift to the program lead.
• Propose a rubric clarification after spotting a recurring failure mode.

Nice to have

• Background in linguistics, content moderation, or trust & safety review.
• Experience with inter-rater agreement metrics and calibration cycles.Domain expertise that lets you spot subject-matter errors automated checks miss.

Skills

• Model output evaluation
• Rubric-based annotation
• Severity tagging
• Inter-rater calibration
• LONG PROJECT Anonymization Writer evaluation

Work model

Remote — US-eligible. Remote · Independent specialist contractor. Employment type: CONTRACTOR. Applicants must be authorized to work from US.

Compensation

$45–$55 / hr

Prior evaluation, annotation, or human-rater experience on long project anonymization writer evaluation or adjacent content for [LONG PROJECT] Anonymization Writer 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.