Consultant.e.s - Stage de fin d'études - Nantes - CIO - IA responsable : quels KPI et outils pour suivre et implémenter explicabilité, biais, censure ?
Core
Identify and analyze conversational biases in generative AI chatbots, define KPIs to measure bias levels, and propose tools and best practices for building equitable, compliant agents.
Role type
Intern (Stage) in Responsible AI / AI Governance
Builds
Ethical AI governance frameworks, bias detection methodologies, and decision-support tools for chatbot projects
Domain
Generative AI, Conversational AI, AI Ethics & Compliance
Required skills
Data & AI fundamentals, AI use case understanding, Data & IA governance basics, Business analysis, ROI & KPI sensitivity
Preferred skills
Academic or internship experience in Data/AI, Knowledge of AI governance/responsible AI regulations, Project facilitation experience
Technologies
LLMs (GPT, Claude, Mistral), IBM AI Fairness 360, PromptEval
Responsibilities
Define types of conversational biases, benchmark bias detection tools, map bias reduction techniques (fine-tuning, RLHF, etc.), formalize a best-practice guide
Seniority
Intern (Stage)