Radiology Senior Data Scientist
Core
Lead the company's Machine Learning activities to train new models that improve the performance of a medical software for detecting solid tumors in PET-CT scans.
Role type
Senior IC machine-learning engineer (medical imaging)
Builds
Production ML models for 3D lesion detection in nuclear medicine
Domain
Healthcare + Deep Learning
Deliverable
production ML models
Required skills
Deep Learning (PyTorch), Python (OOP, versioning), 2D/3D image analysis, medical imaging domain knowledge, scientific literature reproduction, data pipeline management
Preferred skills
Medical image analysis (3D), Kaggle/GrandChallenge competition experience
Technologies
PyTorch, AWS, NumPy, pandas, Scikit-learn, TensorBoard, PyTorch Lightning
Responsibilities
Design and deploy high-performance models for clinical value, manage data pipeline and quality, improve 3D lesion detection pipelines, evaluate models with clinical metrics, maintain scientific and technical veille
Seniority
Senior, hands-on IC