Music Audio Expert - Thai

AI Trainer Jobs; United States; Remote; USD 18,000 - 32,000; Full time

Job summary

AuraOne seeks a Music Audio Expert - Thai to remotely review Thai prompts and responses against its quality rubric. You will compare paired outputs, label edge cases, and provide structured feedback to retrain the model.

This contractor role involves judging voice and speech tasks and aiding in calibration processes with a flexible weekly schedule. As a contractor, you will handle 50-row batch audits, annotate issues, and contribute to inter-rater alignment.

Qualifications

• Experience evaluating thai generalist evaluation or adjacent content.
• Ability apply multi-page rubrics consistently.
• Clear written reasoning naming the issue and rubric clause.
• Reliable async availability for 10 hours per week.

Responsibilities

• Evaluate thai generalist evaluation model outputs against rubric and assign severity tags for Music Audio Expert - Thai 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

Evaluation experience

Annotation

Attention to detail

Written reasoning

Async availability

Inter-rater calibration

Job description

Music Audio Expert - Thai 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: Voice, Audio & Speech AI · Pay: $13–$23 / hr · Location: Remote — US-eligible · Contractor

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

Role details

About the role

Music Audio Expert - Thai 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.
Judge voice agents and speech recognition. Pronunciation and conversation quality included.

Responsibilities

• Evaluate thai generalist evaluation model outputs against a versioned rubric and assign severity tags for Music Audio Expert - Thai 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 Music Audio Expert - Thai 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 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

$13–$23 / 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
• 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.