Senior Ml Ops (X/F/M)
Doctolib
Paris
Set a new pulse for healthcare!
What you'll do
- Build and deploy production-grade machine learning models in close collaboration with data scientists and engineers, ensuring performance, scalability, and reliability
- Design and maintain the MLOps pipeline, including version control, CI/CD, and monitoring of ML models in production
- Develop tools, frameworks, and best practices to streamline the model development and deployment lifecycle
- Ensure the availability and performance of ML systems, proactively identifying and resolving issues before they impact users
- Partner with cross-functional teams to gather requirements, provide technical guidance, and contribute to the development of end-to-end ML solutions
- Share and advocate MLOps knowledge across the tech community, documenting processes, standards, and best practices to drive consistency and knowledge transfer
Who you are
- Are proficient in Python, SQL, Shell Scripting, and Terraform, with hands-on experience building and containerizing ML pipelines with Docker
- Have solid knowledge of cloud platforms, particularly AWS services such as SageMaker, EC2, ECS, S3, and CloudWatch (and/or Azure equivalents)
- Have a good understanding of machine learning algorithms, concepts, and trends, including hands-on experience with Deep Learning frameworks — preferably PyTorch
- Have excellent communication and collaboration skills, with the ability to work effectively in cross-functional teams and produce clear technical documentation
- Have a strong team spirit, a genuine enthusiasm for learning, and a proactive sense of initiative
- Are fluent in English
- Have experience with Kubernetes, GitOps tools (e.g. ArgoCD), and/or Kafka
- Have experience with ML model quantization, optimization, and HuggingFace technologies (Transformers, Accelerate, PEFT)
- Have experience with JavaScript/TypeScript and browser-based model deployment (transformers.js / langchain.js)
Life at Doctolib Tech
- Our solutions are built on a single fully cloud-native platform that supports web and mobile app interfaces, multiple languages, and is adapted to country and healthcare specialty requirements.
- Our stack is composed of Rails, TypeScript, Java, Python, Kotlin, Swift, and React Native.
- We leverage AI ethically across our products to empower patients and health professionals. Discover our AI vision here.
What we offer
- Free comprehensive health insurance (basic package) for you and your children
- 25 days of paid vacation per year, plus up to 14 days of RTT
- Free mental health and coaching services through our partner Moka.care
- Work from abroad for up to 10 days per year thanks to our flexibility days policy
- Lunch vouchers (Swile card) worth €8.50 per working day, with €4.50 covered by Doctolib
- A subsidy from the work council to refund part of the membership to a sport club or a creative class
- 50% reimbursement of your public transport subscription
- ParentCare Program: Enjoy full salary coverage (100%) during your first month of birth leave and 75% during the second, covered by Doctolib
- Enrollment in Doctolib's long-term employee value sharing plan called DoctoGrowth
- For caregivers and workers with disabilities, a package including an adaptation of the remote policy, extra days off for medical reasons, and psychological support
- Relocation support in case of international mobility
- Access to the best AI tools for coding, development and dedicated training
Our interview process
- Recruiter Interview (phone, 45 minutes)
- Hiring Manager Interview (1 hour)
- Case Study & Case Restitution (1 hour)
- Behavioral Interview / Meet the Team (1 hour or half-day immersion)
- At least one reference check
- A copy of your criminal records (extrait de casier judiciaire B3)
Job details
- Permanent position
- Tech stack: Python, PySpark, SQL, AWS SageMaker, Terraform, Docker
- Full-time
- Paris, France
- Hybrid work setup (up to 2 remote days per week)
- Start date: as soon as possible
We welcome everyone
Your data privacy
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