Senior Machine Learning Engineer – Radiologie-KI – Arbeitsgruppe Machine Learning
Core
Building production-ready Deep-Learning systems for medical imaging (CT/MRT) to address clinical questions and enable commercialization within a federated European research network.
Role type
Senior Machine Learning Engineer (Medical Imaging)
Builds
End-to-End Deep-Learning pipelines, containerized deployments, and reusable data infrastructure for multi-institutional radiological data.
Domain
Healthcare / Medical Imaging / Federated Learning
Deliverable
production ML models
Required skills
Python, Deep Learning frameworks (PyTorch/TensorFlow), Medical imaging data (DICOM), End-to-End project leadership, Team coordination, System design, Prototyping, Clinical impact focus
Preferred skills
Commercial/Startup experience, Master's or higher in Medical Informatics/Physics/Math/Data Science, Production-ready pipeline experience
Technologies
PyTorch, TensorFlow, DICOM, FHIR, Containerization
Responsibilities
Lead full lifecycle of Deep-Learning pipelines from data preparation to deployment; Mentor software/ML engineers; Translate clinical questions into robust prototypes; Build scalable, privacy-compliant infrastructure; Contribute to top-tier publications.
Seniority
Senior, hands-on IC with leadership responsibilities