Senior Machine Learning Engineer - Medical Reasoning - AI Teams(x/f/m)
Published: 2025-06-03Improving Healthcare for Good Doctolib is Europe's leading ehealth company. We have one clear mission Our mission is to contribute to improving our healthcare systems in partnership with healthcare professionals. We aim at creating the largest community of healthcare providers in the world and build with them the practices and hospitals of the future. We believe that it's the best ...
Job details
Paris, France (city)
Hybrid
Full-time
Categories
What you’ll do
We are looking for a Senior Machine Learning Engineer - Medical Reasoning to join the Medical Reasoning team in AI & Data.
As a Senior Machine Learning Engineer - Medical Reasoning, your mission will be to work on developing cutting-edge AI solutions that enhance clinical decision-making and support healthcare professionals in their daily practice. You will be working in a feature team developing AI systems that can understand medical knowledge, reason through complex clinical scenarios, and assist medical practitioners in providing better care.
Working in the tech team at Doctolib involves building innovative products and features to improve the daily lives of care teams and patients. We work in feature teams in an agile environment, while collaborating with product, design, and business teams.
Your responsibilities include but are not limited to:
Apply - Design and implement novel architecture approaches to enhance reasoning capabilities in medical language models
- Develop and optimize algorithms for medical knowledge representation and clinical reasoning
- Create frameworks for medical agents that can assist healthcare professionals with evidence-based insights
- Implement effective evaluation methodologies to assess medical reasoning performance and factual accuracy
- Collaborate with healthcare professionals to translate medical knowledge into computational models
- Build systems that can explain their reasoning process to ensure transparency and trust with medical users
- Deploy your algorithms in production guided by our ML platform team
- You have a Ph.D. degree (preferred) or MSc in Computer Science, Machine Learning, Computational Medicine, or a related field. Publications as first author in top-tier AI/ML conferences such as NeurIPS, ICLR, ICML, ACL, EMNLP, or relevant medical informatics venues are a plus
- You have at least 5 years of experience working with language models, with demonstrable focus on reasoning capabilities and knowledge representation
- You have a proven track record of implementing and fine-tuning large language models (LLM) with domain-specific knowledge
- You have expertise in developing robust evaluation frameworks for assessing model performance in high-stakes domains
- You are proficient with deep learning frameworks such as PyTorch, or JAX
- Strong understanding of medical data privacy and security requirements
- Experience with medical data, terminology, and healthcare workflows
- Free comprehensive health insurance for you and your children
- Parent Care Program: receive one additional month of leave on top of the legal parental leave
- Free mental health and coaching services through our partner Moka.care
- For caregivers and workers with disabilities, a package including an adaptation of the remote policy, extra days off for medical reasons, and psychological support
- Work from EU countries and the UK for up to 10 days per year, thanks to our flexibility days policy
- Work Council subsidy to refund part of sport club membership or creative class
- Up to 14 days of RTT
- A subsidy from the work council to refund part of the membership to a sport club or a creative class
- Lunch voucher with Swile card
- Relocation support for international mobilities
- HR Screen
- Technical Deep Dive
- System Design
- Behavioral Interview
- At least one Reference check
- Permanent position
- Full Time
- Workplace : Doctolib Paris office in Levallois Perret
- Work mode: hybrid 3 days/week in the office
- Start date: asap