ML Research Engineer - Computer Vision
Core
Designing and deploying advanced computer vision algorithms for item authentication and fingerprinting of high-value physical goods.
Role type
Senior Machine Learning Research Engineer (Computer Vision)
Builds
Production ML models for apparel, bags, sneakers, and fingerprinting authentication
Domain
Luxury goods authentication, Computer Vision, Edge AI
Deliverable
production ML models
Required skills
Classical computer vision, Deep learning, Python, C++, PyTorch, CUDA, Distributed training, Edge device optimization, API design (FastAPI, TensorRT, Nvidia Triton, Ray)
Preferred skills
iOS deployment, Mathematical proficiency (probability, statistics, linear algebra)
Technologies
PyTorch, HuggingFace, OpenCV, CUDA, FastAPI, TensorRT, Nvidia Triton, Ray
Responsibilities
Define technical roadmap for CV projects, Mentor junior engineers, Design and develop cutting-edge CV models, Oversee production model deployment, Optimize algorithms for edge devices
Seniority
Senior, hands-on IC with mentorship responsibilities