Arabic Linguistic Experts

AuraOne Human Data; United States; Remote; USD 57,000 - 81,000; Full time

Job summary

AuraOne, Inc. is seeking an AI data reviewer to evaluate Arabic generalist outputs against a rubric, assign severity tags, and select the stronger answer with a written rationale.

You will calibrate reviewer quality against gold standards each week, label hallucinations and safety concerns, and capture ambiguous prompts for rubric updates. This remote contractor role requires US work authorization and pays $50 per hour.

Qualifications

• Prior evaluation, annotation, or human-rater experience on arabic generalist evaluation or adjacent content for Arabic Linguistic Experts 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.

Responsibilities

• Evaluate arabic generalist evaluation model outputs against a versioned rubric and assign severity tags for Arabic Linguistic Experts 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.
• Document recurring failure modes so the modeling team can target them in the next training run.

Skills

Model output evaluation

Rubric-based annotation

Severity tagging

Inter-rater calibration

Arabic generalist evaluation

Job description

Why this role matters

AI data reviewers help turn arabic generalist evaluation outputs into auditable labels, rationales, and regression cases for AuraOne Human Data.

Responsibilities

• Evaluate arabic generalist evaluation model outputs against a versioned rubric and assign severity tags for Arabic Linguistic Experts 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.
• Document recurring failure modes so the modeling team can target them in the next training run.

Qualifications

• Prior evaluation, annotation, or human-rater experience on arabic generalist evaluation or adjacent content for Arabic Linguistic Experts 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 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.

Nice to have

• 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.

Skills

• Model output evaluation
• Rubric-based annotation
• Severity tagging
• Inter-rater calibration
• Arabic generalist evaluation

Work model

Remote — US-eligible. Remote · Independent specialist contractor. Employment type: CONTRACTOR. Applicants must be authorized to work from US.

Compensation

$50 / hr

Prior evaluation, annotation, or human-rater experience on arabic generalist evaluation or adjacent content for Arabic Linguistic Experts 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.