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Senior/Staff Machine Learning Engineer - Health Evaluation - AI Teams

France, Paris · Job Posted January 05, 2026
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Job Description

At Doctolib, we're on a mission to transform how healthcare is delivered by harnessing the power of AI. As a Senior/Staff Machine Learning Engineer, you’ll play a key role in designing, implementing, and scaling the evaluation framework that ensures our AI Health Companion behaves safely, reliably, and helpfully for millions of patients and practitioners. You’ll join a cross-functional team of Machine Learning Engineers, Product Engineers, and Medical Experts to build robust evaluation pipelines for agentic AI systems — models capable of reasoning, planning, and interacting with complex healthcare data.

Job Responsibility

  • Define and own the evaluation strategy for our AI agentic system - metrics, protocols, datasets, and tooling
  • Implement and maintain automated evaluation pipelines to monitor model quality, safety, and alignment across iterations
  • Run systematic experiments to assess reasoning, factuality, robustness, and user experience
  • Collaborate closely with model developers and research scientists to provide insights and drive iterative improvement
  • Contribute to research and internal knowledge sharing on LLM evaluation methodologies and best practices

Requirements

  • MSc or PhD in Computer Science, Machine Learning, Data Science, or related field
  • 7+ years of hands-on experience working with large language models (e.g., GPT, Claude, Llama, or BERT-like architectures)
  • Proven experience in evaluating agentic or reasoning systems (e.g., autonomous agents, tool-using LLMs, dialogue systems, or task-oriented assistants)
  • Strong track record in experiment design, metric definition, and evaluation automation
  • Ability to bridge research and production, influencing modeling and product decisions
  • Excellent communication skills and a collaborative mindset

Nice to have

Experience in the clinical or medical domain and sensitivity to ethical or regulatory challenges in healthcare AI

What we offer

  • Free 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
  • Lunch voucher with Swile card

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