Audiobook QA Expert — Italian

AuraOne; United States; On-site; USD 21,000 - 28,000; Full time

Job summary

AI Trainer Jobs is seeking an Audiobook QA Expert — Italian for a remote evaluation track. You will review italian prompts and responses against AuraOne's quality rubric, label edge cases, and draft structured feedback for retraining the model.

You will compare outputs, annotate with severity tags, and calibrate scores weekly to maintain reliability across batches. Remote contractor role with flexible pacing and ongoing program updates.

Qualifications

• Experience evaluating italian generalist evaluation outputs.
• Ability to apply rubrics consistently across long batches.
• Strong written reasoning naming issues and rubric clauses.

Responsibilities

• Evaluate italian generalist evaluation model outputs against a versioned rubric and assign severity tags.
• Compare paired responses and provide a written rationale selecting the stronger answer.
• 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.

Skills

Model output evaluation

Rubric-based annotation

Severity tagging

Inter-rater calibration

Italian generalist evaluation

Job description

About the role

Audiobook QA Expert — Italian is a remote evaluation track for reviewing italian 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 italian 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 italian generalist evaluation model outputs against a versioned rubric and assign severity tags for Audiobook QA Expert — Italian 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 italian generalist evaluation or adjacent content for Audiobook QA Expert — Italian 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 italian 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

$15–$20 / 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
• Italian 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.