Bilingual French AI Evaluation Specialist

AuraOne, Inc.; Deutschland; Remote; EUR 31,000 - 45,000; Part time

Job summary

AuraOne, Inc. is seeking a Bilingual French AI Evaluation Specialist on a remote contractor basis.

The role focuses on evaluating French model outputs against native-speaker standards, spotting fluency and cultural-context issues, and writing structured rationales for model improvement. Responsibilities include evaluating responses for fluency and accuracy, comparing paired outputs, flagging issues with severity tags, and maintaining translator notes on idioms and regional usage.

Qualifications

• Native or near-native French fluency with strong written-English ability for Bilingual French AI Evaluation Specialist work.
• Experience editing, translating, or evaluating French content.
• Comfort applying multi-page rubrics consistently across long evaluation batches.
• Clear written reasoning that names the issue and the standard being applied.

Responsibilities

• Evaluate French model responses for fluency, accuracy, register, and cultural fit for Bilingual French AI Evaluation Specialist assignments.
• Compare paired french evaluation outputs and pick the stronger response with a written rationale.
• Flag hallucinations, code-switching errors, and formality mismatches with task-specific severity tags.
• Capture native-speaker edits that demonstrate the correct phrasing alongside each issue.
• Calibrate against the AuraOne French rubric in weekly reviewer-quality cycles.
• Surface ambiguous prompts back to the program team so the rubric can be sharpened.
• Maintain reviewer notes that document tricky idioms, regionalisms, and emerging usage.

Skills

Multilingual evaluation

Native-speaker review

Rubric application

LLM output evaluation

French evaluation

Tools

TMS tools

MQM taxonomy

QA frameworks

Job description

Bilingual French AI Evaluation Specialist is a remote French specialist track for evaluating french evaluation outputs against native-speaker standards. Reviewers spot fluency, register, and cultural-context errors that automated checks miss, and write structured rationale that the modeling team can act on in the next training cycle.

Why this role matters

Multilingual model quality depends on reviewers who can read French the way a native speaker does. AuraOne uses these reviewers to set the bar for tone, formality, and cultural register before a model ever ships to French users.

Responsibilities

• Evaluate French model responses for fluency, accuracy, register, and cultural fit for Bilingual French AI Evaluation Specialist assignments.
• Compare paired french evaluation outputs and pick the stronger response with a written rationale.
• Flag hallucinations, code-switching errors, and formality mismatches with task-specific severity tags.
• Capture native-speaker edits that demonstrate the correct phrasing alongside each issue.
• Calibrate against the AuraOne French rubric in weekly reviewer-quality cycles.
• Surface ambiguous prompts back to the program team so the rubric can be sharpened.
• Maintain reviewer notes that document tricky idioms, regionalisms, and emerging usage.

Qualifications

• Native or near-native French fluency with strong written-English ability for Bilingual French AI Evaluation Specialist work.
• Demonstrable experience editing, translating, or evaluating French content.
• Comfort applying multi-page rubrics consistently across long evaluation batches.
• Clear written reasoning that names the issue and the standard being applied.
• Reliable async availability for at least 10 hours per week.
• Prior model-evaluation, annotation, or human-rater experience is a plus.

Example tasks

• Score a pair of French responses to a customer-support prompt and pick the better one with a 1-2 sentence rationale.
• Flag formality mismatches in french evaluation outputs (T/V usage, honorifics, regional register).
• Rewrite a model's French response so it reads naturally and tag the original error category.
• Audit a 50-row evaluation batch for rubric consistency and surface drift back to the program lead.

Nice to have

• Background in French linguistics, journalism, or translation studies.
• Experience with TMS tools, MQM error taxonomies, or other structured QA frameworks.
• Familiarity with LLM evaluation rubrics and inter-rater agreement workflows.

Skills

• Multilingual evaluation
• Native-speaker review
• Rubric application
• LLM output evaluation
• French evaluation

Work model

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

Compensation

$25–$37 / hr