AI Response Labeler – French Specialty
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Job Description
AI response labeler comparing and evaluating English/French AI outputs for Blueprint, a technology solutions firm. Applying French cultural expertise and structured quality guidelines.
Responsibilities:
- 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
- Evaluate 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 to language, terminology, tone, regional conventions, idioms, and cultural context specific to France
- Evaluate complete response quality beyond grammar, translation, or language fluency
- Identify unsupported claims, incomplete reasoning, missed instructions, unnatural phrasing, cultural inaccuracies, and differences in usefulness
- Apply scenario-specific annotation guidelines accurately and consistently
- Make independent evaluation decisions when guidelines do not provide an obvious answer
- Document decisions and provide concise, evidence-based rationale when required
- Complete evaluations within established time and productivity expectations
- 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 team and client quality standards
Requirements:
- Native-level or professional fluency in French
- Deep familiarity with French linguistic conventions, regional vocabulary, idioms, tone, and cultural context specific to France
- Strong English fluency and reading comprehension
- Strong analytical and critical-thinking skills 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 applying structured evaluation criteria to ambiguous or unfamiliar scenarios
- Strong written communication skills and ability to explain evaluation decisions clearly and concisely
- Excellent attention to detail and ability to maintain accuracy within established time expectations
- Ability to learn and consistently apply detailed evaluation frameworks
- Ability to work independently while aligned with shared quality standards
- Comfort performing repetitive, detail-oriented work for extended periods while maintaining focus, accuracy, and consistent judgment
- Ability to receive feedback, recalibrate decisions, and adapt as evaluation guidelines evolve
- Approximately 30-day onboarding and qualification program must be successfully completed before production work
- Must meet established daily productivity expectations, generally a minimum of 25 tasks per day
- Preferred: experience with side-by-side labeling, annotation, comparative content evaluation, or quality assessment
- Preferred: experience evaluating AI-generated responses or contributing to model-quality assessment
- Preferred: experience with data labeling or annotation
- Preferred: experience evaluating search relevance, content quality, factual accuracy, or user-facing digital experiences
- Preferred: experience with detailed guidelines, rubrics, or structured decision-making frameworks
Benefits:
- Medical, dental, and vision coverage
- Flexible Spending Account (FSA)
- 401(k) retirement plan
- Competitive paid time off
- Parental leave
- Professional growth and development opportunities
- Benefits in accordance with local requirements and the terms of employment through an Employer of Record partner
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