Music & Lyrics Expert - Arabic

AuraOne; United States; On-site; USD 23,000 - 47,000; Full time

Job summary

AI Trainer Jobs is seeking a Music & Lyrics Expert - Arabic for a remote evaluation role. You will review arabic generalist evaluation prompts and responses, judge outputs against AuraOne's rubric, and provide structured feedback to retrain models.

Responsibilities include comparing paired responses, labeling content with policy tags, and calibrating reviewer performance weekly. Contractors work asynchronously at least 10 hours weekly.

Qualifications

• Background in arabic evaluation, annotation, or related content for Music & Lyrics Expert - Arabic work.
• Ability to apply multi-page rubrics consistently across long batches.
• Clear written reasoning naming the issue and the rubric clause being applied.
• Reliable async availability for at least 10 hours per week.

Responsibilities

• Evaluate arabic generalist evaluation model outputs against a versioned rubric and assign severity tags.
• Compare paired responses and select the stronger answer with rationale.
• Label hallucinations, instruction-following failures, and unsafe content with structured tags.
• Capture ambiguous prompts and route them for rubric updates.
• Maintain reviewer-quality scores by calibration against gold-standard examples.

Skills

Arabic evaluation

Rubric-based annotation

Inter-rater calibration

Attention to detail

Written reasoning

Job description

About the role

Music & Lyrics Expert - Arabic is a remote evaluation track for reviewing arabic 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 arabic 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 arabic generalist evaluation model outputs against a versioned rubric and assign severity tags for Music & Lyrics Expert - Arabic 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 arabic generalist evaluation or adjacent content for Music & Lyrics Expert - Arabic 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 arabic 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

$17–$34 / 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
• Arabic generalist evaluation