- Company Name
- evoteo
- Job Title
- Lead IA / Lead IA Générative H/F
- Job Description
-
Job title: Lead AI / Lead Generative AI (H/F)
Role Summary
Strategic technical lead for end‑to‑end AI solution delivery: architecture, development, industrialisation, and mentorship across data, ML, and product teams.
Expectations
- Drive AI strategy and deliver high‑quality, scalable generative models.
- Champion best practices in ethics, governance, and explainability.
- Operate autonomously while coordinating cross‑functional stakeholders.
Key Responsibilities
- Analyse functional & technical needs; document requirements and architecture.
- Design, develop, and fine‑tune generative models (LLM, diffusion, multimodal).
- Build end‑to‑end pipelines: training, validation, monitoring, deployment.
- Develop APIs and microservices for text, image, audio, video.
- Ensure model quality, robustness, security, latency, and cost efficiency.
- Implement MLOps governance, CI/CD, and scalable infrastructure.
- Mentor Data, AI, and Dev teams; conduct code reviews and agile ceremonies.
- Collaborate with Product, DevOps, and business leaders on roll‑outs.
Required Skills
- Programming: Python (mandatory); bonus Rust/C++/Go.
- ML Frameworks: PyTorch, TensorFlow, JAX.
- Generative AI: GPT, LLaMA, Mistral, Claude, Gemini, diffusion models.
- Tooling: LangChain, LlamaIndex, Hugging Face Transformers.
- Application: FastAPI, Gradio, Streamlit.
- Vector stores: FAISS, Pinecone, Weaviate, Chroma.
- Environments: Docker, Kubernetes, CI/CD, MLOps best practices.
- Methodologies: Agile (Scrum/Kanban).
- Soft skills: clear communication, teaching, autonomy, organization, cross‑functional collaboration.
Required Education & Certifications
- Master’s (Bac+5) or equivalent in Computer Science, AI, Applied Mathematics, Data Science, or related field.
- Minimum 5 years of AI/ML experience, including significant generative AI work.
- Prior technical lead, mentoring, or supervisory experience preferred.