• 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

Advance the Future of Precision Oncology!

We look forward to receiving your online application.