视觉大模型算法工程师-国际电商
Core
Develop and optimize large-scale visual and multimodal pre-training models for e-commerce scenarios, including product images, videos, and live streaming.
Role type
Senior IC machine-learning engineer (computer vision & multimodal)
Builds
CV base models for product images, videos, and live streams; algorithms for image search, visual search, and content deduplication.
Domain
E-commerce, Computer Vision, Multimodal AI
Deliverable
production ML models
Required skills
Large-scale CV/multimodal pre-training, self-supervised learning, image/video understanding, image search, segmentation/detection/OCR, model compression (quantization/pruning/knowledge distillation), distributed training, TensorFlow/PyTorch/MXNet, TensorRT
Preferred skills
Kaggle/COCO/ImageNet/ActivityNet competition awards, publications at CVPR/ICCV/ECCV
Responsibilities
Optimize and iterate computer vision models for fine-grained classification, object recognition, brand recognition, and video classification; explore frontier technologies in visual large models and unified visual bases.
Seniority
Senior, hands-on IC
