Music Production Expert - Hebrew

AI Trainer Jobs; United States; Remote; USD 23,000 - 58,000; Full time

Benefits offered by this job

Remote work

Job summary

AuraOne seeks a Music Production Expert - Hebrew to remotely evaluate Hebrew prompts and responses against our quality rubric. You will compare outputs, label edge cases, and provide structured feedback to retrain the system.

As a contractor, you will review and rate Hebrew content, maintain inter-rater calibration, and produce clear written rationales for rubric decisions on a flexible weekly schedule.

Qualifications

• Prior evaluation, annotation, or human-rater experience on Hebrew generalist evaluation.
• Ability to apply multi-page rubrics consistently across long batches.
• Clear written reasoning naming the issue and rubric clause being applied.

Responsibilities

• Evaluate Hebrew generalist evaluation 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 tags.
• Capture ambiguous prompts and route to rubric updates.
• Calibrate reviewer scores against gold-standard examples weekly.

Skills

Hebrew generalist evaluation

Model output evaluation

Rubric-based annotation

Severity tagging

Inter-rater calibration

Job description

Music Production Expert - Hebrew is a remote evaluation track for reviewing hebrew 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: $17–$42 / hr · Location: Remote — US-eligible · Contractor

Music Production Expert - Hebrew is a remote evaluation track for reviewing hebrew generalist evaluation prompts and responses against AuraOne's quality rubric.

Role details

About the role

Music Production Expert - Hebrew is a remote evaluation track for reviewing hebrew 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 hebrew 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 hebrew generalist evaluation model outputs against a versioned rubric and assign severity tags for Music Production Expert - Hebrew 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 hebrew generalist evaluation or adjacent content for Music Production Expert - Hebrew 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 hebrew 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–$42 / 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
• Hebrew generalist evaluation