(Medizin-)Informatiker als PhD (m/w/d) Machine Learning/KI-getriebene Datenanalyse/CDSS
Core
Building a proprietary machine learning-driven Clinical Decision Support System (CDSS) platform for clinical use at a university hospital.
Role type
Senior IC machine-learning engineer (clinical decision support)
Builds
Production ML models and a CDSS platform for clinical application
Domain
Healthcare + Machine Learning
Deliverable
production ML models
Required skills
Machine learning, LLMs, Python, PyTorch, scikit-learn, EHR data integration, MLOps, containerization, HL7 FHIR, OMOP CDM, data modeling
Preferred skills
Experience with time-series data, regulated software development, clinical study environments
Technologies
Python, PyTorch, scikit-learn, HL7 FHIR, OMOP CDM
Responsibilities
Develop and integrate patient data from hospital information systems, conduct research on ML/LLM methods for CDSS, publish research findings, collaborate with national working groups and project partners
Seniority
Senior, hands-on IC with PhD track
