Data Scientist/Computational Scientist – Multimodal and Multi-Agent AI for Precision Oncology
universitatsklinikum heidelberg • Heidelberg, Deutschland
Vor 30+ Tagen
Stellenbeschreibung
- Multimodal data integration and preprocessing: Harmonize and integrate longitudinal clinical data, imaging, pathology and outcome data
- Multi-agent and predictive AI development: Develop machine-learning components for patient-trajectory modelling, recurrence and survival prediction, and integrate them into the PROMETHEUS multi-agent
- Agent interaction, explainability and uncertainty: Contribute to architectures that combine specialized AI components, knowledge-based reasoning and clinically interpretable outputs; implement uncertainty estimation and human-in-the-loop mechanisms
- Validation and clinical translation: Perform internal and external validation, benchmark against established risk models and assess clinical utility across European cohorts
- Scientific communication and collaboration: Contribute to high-impact publications, presentations and close collaboration with clinicians, imaging experts and AI researchers in Heidelberg and across the European consortium
- Master's degree or PhD in Data Science, Bioinformatics, Computer Science, Computational Biology, Biostatistics, Medical Informatics, Mathematics, Physics, or a related discipline
- Excellent programming skills in Python and/or R
- Strong expertise in machine learning, deep learning and predictive modelling
- Experience working with multimodal, longitudinal or high-dimensional datasets
- Interest in or experience with multi-agent systems, agent orchestration, transformers, multimodal fusion, knowledge-grounded AI or clinical decision support systems
- Sound understanding of model validation, calibration and reproducible research practices
- Experience in explainable AI, survival analysis, medical imaging or healthcare AI is considered an advantage
- A proactive, independent and scientifically motivated mindset combined with excellent communication and collaboration skills in an interdisciplinary international environment
- Collectively agreed remuneration according to TV-L E13, attractive company pension scheme (VBL)
- Opportunity to work within a prestigious European research consortium at the forefront of AI and precision oncology
- Active role in developing novel AI technologies with direct relevance for clinical decision-making and patient care
- Access to unique multicentre datasets and state-of-the-art research infrastructure
- Close collaboration with internationally recognized experts in medicine, artificial intelligence and medical imaging
- 30 days vacation
- Sustainable travel: job ticket
- Family-friendly working environment: cooperative arrangements for childcare, subsidy for child vacation care, advice for employees with relatives in need of care
- Wide range of health, prevention and sports offers