Data Engineer (f/m/d)
Core
Design and implement data pipelines for surgical video data to build AI-driven robotic surgical assistance systems.
Role type
Data Engineer (Research & Development)
Builds
Data pipelines for intra-operative assistance systems and automatic image analysis tools
Domain
Medical AI / Surgical Robotics
Deliverable
production ML models
Required skills
Python, Machine Learning, Deep Learning, Data Pipeline Design, Object Detection, ROI Segmentation
Preferred skills
Medical Image Analysis, Data Engineering for ML, R&D in industry
Responsibilities
Design and implement data pipelines to collect and handle surgical video data at scale; Develop and validate concepts for assistance systems with real clinical value; Implement automatic image analysis pipelines for object detection and ROI segmentation on laparoscopic videos; Collaborate with industrial partners to translate findings towards a product; Co-supervise student researchers