Spanish-Language Consumer Reviewer - AI Evaluation & Annotation

AuraOne; United States; Remote; USD 28,000 - 41,000; Full time

Job summary

AuraOne seeks a Spanish-Language Consumer Reviewer to evaluate model outputs remotely for AI evaluation and annotation, applying a versioned rubric to label edge cases and provide structured feedback for retraining.

As an independent contractor, you will compare paired responses, justify stronger answers, and flag issues with clear reasoning. Flexible hours, US-eligible remote work, and ongoing calibration are offered.

Qualifications

• Experience in evaluation or annotation of Spanish-language content.
• Able to apply multi-page rubrics consistently across long batches.
• Clear written reasoning citing the rubric clause applied.
• Strong attention to detail and prompt issue flagging.
• Reliable async availability for at least 10 hours per week.

Responsibilities

• Evaluate Spanish generalist evaluation model outputs against a versioned 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.
• Document ambiguous prompts and route to the program team for rubric updates.
• Maintain reviewer-quality scores by calibrating against gold-standard examples weekly.
• Document recurring failure modes for model improvement.

Skills

Model output evaluation

Rubric-based annotation

Severity tagging

Inter-rater calibration

Spanish generalist evaluation

Job description

Category: Frontier Model Evaluation · Pay: Hourly rate confirmed after the interview process · Location: Remote — US-eligible · Contractor

Spanish-Language Consumer Reviewer - AI Evaluation & Annotation is a remote evaluation track for reviewing spanish 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.

Why this role matters

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

Responsibilities

• Evaluate spanish generalist evaluation model outputs against a versioned rubric and assign severity tags for Spanish-Language Consumer Reviewer - AI Evaluation & Annotation 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 spanish generalist evaluation or adjacent content for Spanish-Language Consumer Reviewer - AI Evaluation & Annotation 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 spanish 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
• Spanish generalist evaluation

Work model

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

Compensation

Hourly rate confirmed after the interview process.