The business problem is to pioneer breakthroughs in healthcare by developing large-scale multimodal foundation models and integrating AI systems into global clinical workflows, for everyone, everywhere, sustainably, at Siemens Healthineers.
Requirements
- PhD in Computer Science, Electrical Engineering, Biomedical Engineering, or related field with a focus on machine learning, computer vision, or medical imaging
- Exceptional candidates with an MS degree and strong research/industry experience will also be considered
- Experience with model distillation and few-/zero-shot learning approaches
- Knowledge of AI safety, reliability, and interpretability
- Familiarity with global healthcare AI regulations and emerging AI safety frameworks
- Experience with large-scale multimodal AI systems and medical imaging
- Programming skills in relevant languages (e.g., Python, C++, etc.)
Responsibilities
- Design, develop and deploy large-scale multi-modal foundation AI models, aiming for disruptive downstream performance
- Define model distillation techniques and innovative few-/zero-shot methods for significantly faster AI feature development (e.g., scaling systems to hundreds of findings)
- Coordinate closely with peer AI scientists, software engineers, and clinical experts to bridge AI innovation with real-world medical applications
- Strive to enable leaps in AI performance toward (semi-)autonomous systems that enhance decision-making, workflow automation, and personalized patient care
- Maintain constant awareness of relevant literature and new developments in the field
- Support integration of large-scale multimodal AI systems using medical imaging, electronic health records, real-time monitoring, and other healthcare data sources
- Guide the transition from AI research to scalable, real-world deployments in hospitals worldwide
Other
- Travel may be required
- Must be able to work with controlled technology in accordance with US export control law
- Must be eligible to work in the United States
- PhD or MS degree in a relevant field
- Strong communication and collaboration skills
