Senior ML Engineer: LLM & GenAI for Biomedical R&D (Remote)

FDE Times; Paris; Remote; EUR 90.000 - 140.000; Vollzeit

Benefits dieser Stelle

Flexible work arrangement

Friendly, informal environment

International team with high technical

Zusammenfassung

Owkin is seeking a highly skilled Scientist II Machine Learning Engineer to design, develop, and deploy cutting-edge AI solutions. The role centers on Large Language Models (LLMs), Generative AI, and advanced deep learning architectures.

You will bridge experimental data science and production-ready ML systems, scaling models, optimizing training/inference pipelines, and leveraging cloud ecosystems to deliver robust biomedical solutions. Health/omics data experience is a plus.

Qualifikationen

• Education: Master’s or Ph.D. in Computer Science, Data Science, or related quantitative field with ML/AI focus.
• 5+ years of professional software development with Python and deploying DL models into production.
• Deep understanding of ML/DL algorithms and frameworks; mastery of PyTorch or TensorFlow.
• Deep understanding of Transformer architectures and Generative AI; extensive experience with Hugging Face, RAG, agentic workflows.
• Cloud & MLOps experience with AWS, GCP, or Azure and SageMaker.
• Strong engineering practices: version control, comprehensive testing, CI/CD, and containerization (Docker).
• Experience with distributed computing, distributed training strategies for large datasets, and ML workflow optimization (e.g., vLLM).

Aufgaben

• Develop scalable ML libraries, tooling, and research workflows with research/data scientists.
• Shape research infrastructure requirements and drive tool choices with platform team.
• Champion engineering practices for maintainable, testable, scalable code.
• Design and enhance experiment tracking, reproducibility, and end-to-end model lifecycle management.
• Contribute to rapid prototyping of novel models bridging research and robust implementation.
• Handle ad-hoc tasks and projects as assigned by management.

Kenntnisse

Python programming

Production deployment

Transformers

Distributed training

Research collaboration

Ausbildung

Master’s or Ph.D. in CS/Data Science/quantitative field

Tools

PyTorch

TensorFlow

Hugging Face

Docker

Kubernetes

SageMaker

AWS

GCP

Azure

Jobbeschreibung

Owkin is seeking a highly skilled Scientist II Machine Learning Engineer to design, develop, and deploy cutting-edge AI solutions. The role centers on Large Language Models (LLMs), Generative AI, and advanced deep learning architectures.

You will bridge experimental data science and production-ready ML systems, scaling models, optimizing training/inference pipelines, and leveraging cloud ecosystems to deliver robust biomedical solutions. Health/omics data experience is a plus.