Senior/Advanced Algorithm Engineer
Core
Designing and developing advanced AI-based image processing and medical image visualization algorithms for 2D/3D CT imaging data, focusing on segmentation, recognition, and real-time rendering.
Role type
Senior IC algorithm engineer (medical imaging)
Builds
Production medical imaging algorithms and visualization systems
Domain
Healthcare + Computer Vision + Medical Imaging
Deliverable
production ML models
Required skills
C++, Python, deep learning frameworks (PyTorch, TensorFlow), medical imaging data formats (DICOM, ITK, VTK), 2D/3D visualization techniques, GPU acceleration (CUDA, OpenCL), parallel computing, data structures and algorithms
Preferred skills
Computer graphics pipelines, interactive visualization systems, performance optimization, multithreading
Responsibilities
Design and implement algorithms for segmentation, detection, registration, and enhancement; Develop and optimize 2D/3D visualization techniques; Build AI/ML models for medical imaging; Optimize algorithm performance for real-time processing; Integrate algorithms into production systems; Troubleshoot algorithmic issues and performance bottlenecks; Validate algorithms using clinical datasets; Document technical designs and workflows; Collaborate with cross-functional teams to translate requirements into solutions.
Seniority
Senior, hands-on IC