计算机视觉科学家 (边缘计算与智能家居)_CR
Core
Design and deploy computer vision and edge AI solutions for next-generation smart home appliances, focusing on fine-grained recognition, multi-sensor fusion, and system co-design.
Role type
Senior Computer Vision Scientist (Edge AI & Smart Home)
Builds
Intelligent IoT devices and smart home appliances with enhanced product intelligence and user experience.
Domain
Consumer Electronics / Smart Home / Edge AI
Deliverable
production ML models
Required skills
Computer vision (detection, segmentation, fine-grained classification), Deep learning (PyTorch, TensorFlow), Model optimization (quantization, pruning, distillation), Embedded/Edge deployment (ARM, DSP, NPU), Multi-sensor fusion, C/C++ programming, Performance engineering (profiling, latency optimization)
Preferred skills
Texture/material recognition, Optical/illumination design, Spectral analysis, Home appliance product development experience, Publications in top venues (CVPR, ICCV, ECCV, NeurIPS)
Technologies
PyTorch, TensorFlow, TFLite, TensorRT, TVM, ONNX Runtime, ARM, DSP, NPU
Responsibilities
Research and validate computer vision models for complex real-world conditions; Build training and evaluation pipelines; Design lightweight deep learning models for embedded platforms; Fuse vision with other sensor modalities; Collaborate with hardware teams to define system architecture.
Seniority
Senior, hands-on IC
