Music Audio Expert - Vietnamese

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

Job summary

AuraOne seeks a Music Audio Expert - Vietnamese to remotely review model outputs, label edge cases, and provide structured feedback for retraining. You will judge paired responses, annotate with severity tags, and help improve the quality rubric.

The role supports remote engagement for the US program, with typical contractor task volumes and flexible pacing. Prior linguistics or safety-review experience is preferred.

Qualifications

• Prior evaluation, annotation, or human-rater experience in Vietnamese generalist evaluation.
• Comfort applying multi-page rubrics consistently across long batches.
• Clear written reasoning that names the issue and rubric clause.
• Reliable async availability for at least 10 hours per week.

Responsibilities

• Evaluate Vietnamese generalist evaluation model outputs against a rubric and assign severity tags.
• Compare paired responses and select the stronger answer with a rationale.
• Label hallucinations, instruction-following failures, and unsafe content with structured tags.
• Capture ambiguous prompts and route to program team for rubric updates.
• Calibrate reviewer-quality scores against gold-standard examples weekly.

Skills

Vietnamese proficiency

Attention to detail

Inter-rater calibration

Written reasoning

Async availability

Job description

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

Role details

About the role

Music Audio Expert - Vietnamese is a remote evaluation track for reviewing vietnamese 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 vietnamese 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 vietnamese generalist evaluation model outputs against a versioned rubric and assign severity tags for Music Audio Expert - Vietnamese 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 vietnamese generalist evaluation or adjacent content for Music Audio Expert - Vietnamese 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 vietnamese 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
• Vietnamese generalist evaluation