Senior Artificial Intelligence Engineer
Core
Design, implement, and optimize Machine Learning models for low-latency edge and cloud processing of surgical videos to support real-time decision support in operating rooms.
Role type
Senior IC AI optimization engineer (computer vision)
Builds
Production pipelines for real-time surgical video processing on edge/cloud devices
Domain
Healthcare technology / Computer Vision / Edge Computing
Deliverable
production ML models
Required skills
Computer Vision, PyTorch, AI optimization (pruning, sparsity, quantization), Python, TensorRT, CI/CD pipelines
Preferred skills
QAT, Knowledge Distillation, Network Sparsification, AWS (EKS, ECS), Docker, C++, CUDA, custom kernels, video processing
Technologies
PyTorch, TensorRT, Python, NumPy, scikit-learn, OpenCV, AWS, Docker, C++, CUDA
Responsibilities
Benchmarking and optimizing network architectures for latency, re-designing architectures to improve forward flow, developing production pipelines for real-time video processing, delivering high-quality code, sharing research results
Seniority
Senior, hands-on IC
