AI Response Labeler / Annotator - French Specialty

Blueprint; France; Sur place; EUR 42 000 - 60 000; Plein temps

Résumé du poste

Blueprint seeks an AI Response Labeler / Annotator with deep expertise in French and the cultural context of France. The role focuses on evaluating AI-generated responses across diverse topics, ensuring accuracy, relevance, and clear guidance, with work performed primarily in English.

You will compare model outputs and apply detailed guidelines to determine the best response for user needs. Candidates should demonstrate strong analytical thinking, excellent attention to detail, and the ability

Qualifications

• Native-level or professional fluency in French.
• Strong English fluency and reading comprehension, including understanding English annotation guidelines.
• Strong general analytical and critical-thinking skills beyond language evaluation.
• Ability to evaluate content across varied topics, formats, and task types.
• Ability to explain evaluation decisions clearly and concisely.

Responsabilités

• Perform side-by-side comparisons of AI-generated responses and determine which is stronger.
• Evaluate responses for factual accuracy, relevance, completeness, clarity, reasoning, and tone.
• Assess content in English, French, or mixed, depending on scenario.
• Evaluate a broad range of content types and tasks, including single-turn and multi-turn interactions.
• Apply French cultural and regional context when evaluating language and terminology.
• Document decisions with concise rationale when required.
• Maintain high quality while completing evaluations within deadlines.

Connaissances

French fluency

English fluency

Analytical thinking

Attention to detail

Independent work

Description du poste

About Blueprint

About Blueprint Blueprint is a technology solutions firm headquartered in Bellevue, Washington, with teams across the United States. We help organizations turn complex challenges into meaningful outcomes by connecting strategy and execution across AI, cloud, data, product development, and emerging technology. Our culture is built by people who care deeply about doing exceptional work. We set high standards, take ownership, and continually challenge ourselves and one another to be better. We work hard, support each other, and take genuine pride in what we deliver for our clients, partners, and teams. At Blueprint , you'll work alongside talented people with different experiences, expertise, and perspectives. You'll have opportunities to take on meaningful challenges, expand your skills, and see the impact of what you build. Bring your perspective. Raise the standard. Build what matters.

About the Role

About the Role We're looking for an AI Response Labeler / Annotator with deep expertise in French and the cultural context of France . This is an AI annotation and evaluation role, not a translation or traditional localization position. French expertise is an essential specialization, but it represents only one component of the work. You'll evaluate AI-generated responses across a broad range of topics, tasks, and real-world scenarios. Much of the content, annotation guidance, and day-to-day work will be in English. You'll perform side-by-side comparisons of responses generated by different AI models and determine which response better meets the user's needs. This requires strong analytical judgment, the ability to interpret detailed guidelines, and the consistency to apply those standards across a high volume of evaluations. Successful candidates will be comfortable assessing content beyond language quality alone. You may be asked to evaluate factual accuracy, relevance, completeness, reasoning, instruction-following, clarity, safety, tone, and overall usefulness.

What You'll Do

• Perform side-by-side comparisons of AI-generated responses and determine which response is stronger.


• Evaluate responses for factual accuracy, relevance, completeness, clarity, reasoning, instruction-following, tone, and overall quality.


• Assess content written in English, French, or a combination of both, depending on the assigned scenario.


• Evaluate a broad range of content, including general-purpose questions and answers, web-search results, file-based tasks, image-based responses, content-generation requests, and single-turn and multi-turn conversations.


• Apply French expertise when evaluating language, terminology, tone, regional conventions, idioms, and cultural context specific to France.


• Evaluate the complete quality of a response rather than focusing only on grammar, translation, or language fluency.


• Identify subtle but meaningful differences between responses, including unsupported claims, incomplete reasoning, missed instructions, unnatural phrasing, cultural inaccuracies, and differences in usefulness.


• Apply detailed, scenario-specific annotation guidelines accurately and consistently.


• Make independent evaluation decisions when examples or guidelines don't provide an obvious answer.


• Document decisions clearly and provide concise, evidence-based rationale when required.


• Complete evaluations within established time and productivity expectations without sacrificing accuracy.


• Maintain consistent judgment across a high volume of varied assignments.


• Participate in training, guided practice, calibration sessions, qualification reviews, and ongoing quality-review activities.


• Incorporate feedback and adjust evaluation decisions to remain aligned with team and client quality standards.

What You'll Bring

• Native-level or professional fluency in French.


• Deep familiarity with the linguistic conventions, regional vocabulary, idioms, tone, and cultural context of French as used in France.


• Strong English fluency and reading comprehension, including the ability to understand complex prompts, AI-generated responses, and detailed annotation guidelines written in English.


• Strong general analytical and critical-thinking skills that extend beyond language evaluation.


• Ability to evaluate content across varied topics, formats, and task types.


• Ability to assess factuality, relevance, reasoning, clarity, instruction-following, cultural appropriateness, and overall usefulness.


• Ability to recognize subtle differences in meaning, quality, tone, and user intent.


• Sound judgment when applying structured evaluation criteria to ambiguous or unfamiliar scenarios.


• Strong written communication skills and the ability to explain evaluation decisions clearly and concisely.


• Excellent attention to detail and the ability to maintain accuracy while working within established time expectations.


• Ability to learn and consistently apply detailed evaluation frameworks.


• Ability to work independently while remaining aligned with shared quality standards.


• Comfort performing repetitive, detail-o