Thai Bilingual Expert

AI Trainer Jobs; United States; Remote; USD 34,000 - 55,000; Full time

Job summary

AuraOne is seeking a Thai bilingual expert to evaluate generalist evaluation prompts and responses remotely. You will compare outputs, label edge cases, and produce structured feedback to retrain models. This contractor role supports auditability of labels and rationale for QA.

Applicants should have linguistic or trust & safety review background and be able to work asynchronously. Responsibilities include rating model outputs, tagging content with policy categories, and calibrating against gold

Qualifications

• Prior evaluation, annotation, or human-rater experience on thai generalist evaluation or adjacent content for Thai Bilingual Expert work.
• Clear written reasoning that names the issue and the rubric clause being applied.
• Experience with inter-rater agreement metrics and calibration cycles.
• Background in linguistics, content moderation, or trust & safety review.
• Reliable async availability for at least 10 hours per week.

Responsibilities

• Evaluate thai generalist evaluation model outputs against a versioned rubric and assign severity tags for Thai Bilingual Expert 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.

Skills

Thai generalist evaluation

Inter-rater calibration

Rubric-based annotation

Severity tagging

Structured feedback writing

Job description

Thai Bilingual Expert is a remote evaluation track for reviewing thai 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.

Category: Frontier Model Evaluation Pay: Hourly rate confirmed after the interview process Location: Remote — US-eligible Contractor

Thai Bilingual Expert is a remote evaluation track for reviewing thai generalist evaluation prompts and responses against AuraOne's quality rubric.

Role details

About the role

Thai Bilingual Expert is a remote evaluation track for reviewing thai 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 thai 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 thai generalist evaluation model outputs against a versioned rubric and assign severity tags for Thai Bilingual Expert 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.

What you should bring

• Prior evaluation, annotation, or human-rater experience on thai generalist evaluation or adjacent content for Thai Bilingual Expert 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.

Role signals

Example tasks

• Compare two thai 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

Hourly rate confirmed after the interview process.
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
• Thai generalist evaluation

Application boundary

Creating a specialist profile records your experience and preferences. Starting role intake is a separate action that attaches this role to your candidate record.

Specialist intake

The intake preserves your chosen role, the visible terms, and source attribution for reviewer context.

• 01 Confirm profile and eligibility details.
• 02 Attach this role deliberately.
• 03 Receive a human review decision or follow-up.

Placement timing depends on program demand and reviewer confirmation.