Remote French Bilingual AI Output Reviewer & Annotator

AuraOne Human Data; United States; Remote; USD 30,000 - 52,000; Full time

Job summary

AuraOne, Inc. seeks a French bilingual expert to review and annotate AI outputs for quality assessment.

This remote contractor role focuses on evaluating French generalist prompts and responses, labeling edge cases, and providing structured feedback for retraining efforts. Responsibilities include comparing paired outputs, tagging inaccuracies, and calibrating scores against rubrics while maintaining high attention to detail.

Qualifications

• Experience evaluating or annotating French generalist evaluation content.
• Ability to apply multi-page rubrics consistently across large batches.
• Clear written reasoning naming the issue and rubric clause used.
• Exceptional attention to detail and ability to flag prompts themselves as problems.
• Reliable asynchronous availability for at least 10 hours per week.

Responsibilities

• Evaluate French generalist evaluation model outputs against a versioned rubric and assign severity tags.
• Compare paired responses and select the stronger answer with a written rationale.
• Label hallucinations, instruction-following failures, and unsafe content with structured tags.
• Capture ambiguous prompts and route them for rubric updates.
• Calibrate reviewer-quality scores against gold-standard examples weekly.
• Document recurring failure modes for future training.

Skills

Model output evaluation

Rubric-based annotation

Severity tagging

Inter-rater calibration

French generalist evaluation

Job description

AuraOne, Inc. seeks a French bilingual expert to review and annotate AI outputs for quality assessment.

This remote contractor role focuses on evaluating French generalist prompts and responses, labeling edge cases, and providing structured feedback for retraining efforts. Responsibilities include comparing paired outputs, tagging inaccuracies, and calibrating scores against rubrics while maintaining high attention to detail.