Clinical AI Architect & Senior ML Engineer

Doctolib (France); France; Hybride; EUR 120 000 - 210 000; Plein temps

Avantages offerts par ce poste

Health insurance

Vacation days and RTT

Mental health and coaching support

Relocation support for international?

Résumé du poste

Doctolib is seeking a Senior Staff Machine Learning Engineer to lead technical direction in the Clinical team within the AI and Machine Learning Department in Paris. You will drive end-to-end ML systems for clinical decision support, from architecture to production deployment, focusing on safety and efficacy in regulated healthcare environments.

With 10+ years in ML/AI and a PhD, you will mentor engineers, collaborate across Product, Medical Affairs, Legal, and Compliance, and shape Doctolib's

Qualifications

• 10+ years in ML/AI
• 3+ years at Staff+ or Principal level leading multi-team initiatives
• PhD in CS/AI/Statistics or equivalent research experience
• Deep expertise in at least two of: clinical NLP, LLM fine-tuning & evaluation, ASR, RAG, RL
• Expert in Python, PyTorch/Transformers for training; vLLM for inference; production deployments (AWS/GCP)
• Excellent communication and stakeholder alignment

Responsabilités

• Define long-term technical roadmap for clinical ML systems and production patterns
• Drive build vs buy decisions balancing custom development with APIs
• Establish safe rollout standards in healthcare: shadow testing, staged deployment, human-in-the-loop
• Lead design of LLM-powered clinical agents (summarization, coding, recommendations)
• Create rigorous evaluation using real-world clinical data for accuracy and safety
• Build production infra: versioning, guardrails, uncertainty quantification, cost optimization
• Set online/offline performance objectives to improve clinician satisfaction
• Mentor Staff/Senior ML Engineers; lead cross-functional initiatives
• Translate clinical needs into research questions and production systems
• Collaborate with medical/legal/compliance to meet EU regulations

Connaissances

Leadership in ML/AI

Python programming

PyTorch/Transformers

Cloud platforms (AWS/GCP)

Strong communication

Formation

PhD in Computer Science / AI / Statistics

Outils

vLLM

Transformers tooling

Description du poste

Doctolib is seeking a Senior Staff Machine Learning Engineer to lead technical direction in the Clinical team within the AI and Machine Learning Department in Paris. You will drive end-to-end ML systems for clinical decision support, from architecture to production deployment, focusing on safety and efficacy in regulated healthcare environments.

With 10+ years in ML/AI and a PhD, you will mentor engineers, collaborate across Product, Medical Affairs, Legal, and Compliance, and shape Doctolib's