Bilingual Writer - Korean (South Korea)

AuraOne; United States; Sur place; USD 20 000 - 29 000; Temps partiel

Résumé du poste

AuraOne is seeking a Bilingual Writer - Korean (South Korea) to remotely review prompts and responses against its quality rubric. You will compare outputs, label edge cases, and provide structured feedback to retrain models.

As an independent contractor, you will evaluate frontier model outputs, assign severity tags, and help calibrate other evaluators, with about 10 hours per week of work. This is a remote role available to US-based contractors.

Qualifications

• Prior evaluation, annotation, or human-rater experience on korean generalist evaluation or adjacent content for Bilingual Writer - Korean (South Korea) 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.

Responsabilités

• Evaluate korean generalist evaluation model outputs against a versioned rubric and assign severity tags for Bilingual Writer - Korean (South Korea) 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.

Connaissances

Model output evaluation

Rubric-based annotation

Severity tagging

Inter-rater calibration

Korean generalist evaluation

Description du poste

About the role

Bilingual Writer - Korean (South Korea) is a remote evaluation track for reviewing korean generalist 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.
AI data reviewers help turn korean generalist evaluation outputs into auditable labels, rationales, and regression cases for AuraOne Human Data.
Review frontier model outputs. Judge benchmark failures and calibrate other evaluators.

Responsibilities

• Evaluate korean generalist evaluation model outputs against a versioned rubric and assign severity tags for Bilingual Writer - Korean (South Korea) 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.
  Track Evaluation & annotation Work model Remote · Independent specialist contractor Compensation $18 / hr Eligible from US

What you should bring

• Prior evaluation, annotation, or human-rater experience on korean generalist evaluation or adjacent content for Bilingual Writer - Korean (South Korea) 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 korean generalist 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.

Useful experience

• 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.

Compensation and schedule

$18 / hr
Expected arrangement: contractor , with program-defined task volume and review pacing. Placement depends on current program demand and reviewer confirmation.

Skills used in matching

• Model output evaluation
• Rubric-based annotation
• Severity tagging
• Inter-rater calibration
• Korean generalist evaluation