French Language Expert (Canada)

AI Trainer Jobs; United States; Remote; USD 28,000 - 55,000; Part time

Job summary

AuraOne is seeking a French Language Expert (Canada) to remotely review prompts and responses against our quality rubric. You will compare paired outputs, label edge cases, and provide structured feedback for retraining.

As a contractor, you will help turn French evaluation results into auditable labels, rationales, and regression cases. You will assess frontier model outputs and note failures for calibration and improvements.

Qualifications

• Prior evaluation, annotation, or human-rater experience on french generalist evaluation or adjacent content.
• 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.

Responsibilities

• Evaluate french generalist evaluation model outputs against a versioned rubric and assign severity tags for French Language Expert (Canada) 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.

Skills

French language

Attention to detail

Annotation experience

Rubric-based evaluation

Inter-rater calibration

Education

Linguistics background

Job description

French Language Expert (Canada) is a remote evaluation track for reviewing french 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: Hourly rate confirmed after the interview process · Location: Remote — US-eligible · Contractor

French Language Expert (Canada) is a remote evaluation track for reviewing french generalist evaluation prompts and responses against AuraOne's quality rubric.

About the role

French Language Expert (Canada) is a remote evaluation track for reviewing french 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 french 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 french generalist evaluation model outputs against a versioned rubric and assign severity tags for French Language Expert (Canada) 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.

Role details

Track Evaluation & annotation Work model Remote · Independent specialist contractor Compensation Hourly rate confirmed after the interview process. Eligible from US

What you should bring

• Prior evaluation, annotation, or human-rater experience on french generalist evaluation or adjacent content for French Language Expert (Canada) 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 french 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

Hourly rate confirmed after the interview process.
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
• French generalist evaluation