Korean ChatGPT User

AuraOne

United States

Remote

USD 58,000 - 80,000

Part time

2 days ago
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Job summary

AuraOne is seeking a remote evaluation contractor to assess Korean generalist outputs against a quality rubric. You will compare paired responses, label edge cases, and provide structured feedback to aid retraining of the model.

Ideal candidates have prior evaluation or annotation experience on Korean content, with strong written reasoning and attention to detail. Remote work from the US is allowed, with ongoing, async availability of at least 10 hours per week.

Qualifications

  • Prior evaluation/annotation experience on Korean generalist evaluation.
  • Experience applying multi-page rubrics across long batches.
  • Clear written reasoning naming the issue and rubric clause.
  • Strong attention to detail and flagging problematic prompts.
  • Reliable async availability for at least 10 hours per week.

Responsibilities

  • Evaluate Korean generalist evaluation model outputs against a versioned rubric and assign severity tags.
  • Compare paired responses and select the stronger answer with written rationale.
  • Label hallucinations, instruction-following failures, and unsafe content with structured tags.
  • Capture ambiguous prompts and route them to the program team for rubric updates.
  • Maintain reviewer-quality scores by calibrating against gold-standard examples weekly.
  • Document recurring failure modes to guide upcoming training iterations.

Skills

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

Job description

Category: Frontier Model Evaluation · Pay: $50 / hr · Location: Remote — US-eligible · Contractor


Korean ChatGPT User 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.


Why this role matters

AI data reviewers help turn korean generalist evaluation outputs into auditable labels, rationales, and regression cases for AuraOne Human Data.


Responsibilities


  • Evaluate korean generalist evaluation model outputs against a versioned rubric and assign severity tags for Korean ChatGPT User 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 korean generalist evaluation or adjacent content for Korean ChatGPT User 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.


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

  • Korean generalist evaluation

  • Eligibility


Work model

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


Compensation

$50 / hr

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