Radiology AI Foundation Models Scientist - Remote

DeepHealth; France; Hybride; EUR 90 000 - 130 000; Plein temps

Résumé du poste

DeepHealth seeks a Senior Research Scientist on its ML Capabilities team to advance research in machine learning for medical imaging, emphasizing foundation models in radiology AI. You will design novel model architectures, build experimental systems, and help translate research into clinical solutions using large-scale imaging data and expert feedback loops.

You will collaborate with partners such as Imperial College London, publish results, and mentor team members while contributing to

Qualifications

• PhD in Machine Learning, Computer Science, or a related field is required.
• Strong publication record at top ML venues (e.g., NeurIPS, ICML, ICLR).
• Expertise in deep learning and generative models is required.
• Experience designing and evaluating machine learning systems is required.
• Preferred: experience mentoring or leading research projects.

Responsabilités

• Define and drive the scientific roadmap for foundation models in medical imaging within the ML Capabilities programme.
• Track and evaluate developments in machine learning and generative AI relevant to radiology.
• Design and prototype novel model architectures for multimodal medical imaging data.
• Develop experimental systems to validate research hypotheses and measure progress against scientific goals.
• Establish benchmarking frameworks across downstream clinical and technical tasks.
• Collaborate with engineering teams to translate research advances into deployable solutions.
• Lead scientific publications and conference contributions that communicate DeepHealth research results.
• Engage with external research collaborators, including Imperial College London.
• Mentor researchers and contribute to research quality standards within the ML Capabilities team.
• Document methods, experiments, and findings to support reproducibility, review, and knowledge transfer.

Connaissances

Deep learning

Generative models

ML systems design

Academic publications

Mentoring researchers

Formation

PhD in Machine Learning

Description du poste

DeepHealth seeks a Senior Research Scientist on its ML Capabilities team to advance research in machine learning for medical imaging, emphasizing foundation models in radiology AI. You will design novel model architectures, build experimental systems, and help translate research into clinical solutions using large-scale imaging data and expert feedback loops.

You will collaborate with partners such as Imperial College London, publish results, and mentor team members while contributing to