多模态/AIGC算法工程师-国际电商
Core
Build a global unified product catalog and optimize listing quality using LLM/MLLM for cross-language attribute extraction, category mapping, and automated content generation (titles, descriptions, SEO) with reinforcement learning.
Role type
Senior IC multimodal/AIGC algorithm engineer (e-commerce)
Builds
Global product catalog, automated listing content (titles/descriptions), AI-generated product images/videos, and self-evolving product understanding agents.
Domain
E-commerce, Multimodal AI, Generative AI
Deliverable
production ML models
Required skills
LLM/MLLM fine-tuning (SFT/LoRA), Chain-of-Thought (CoT), RAG, Diffusion models, Reinforcement Learning (RL), PyTorch/TensorFlow, distributed training, large model inference acceleration
Preferred skills
Publications in NeurIPS/ICLR/CVPR/ACL, experience with Agentic Learning, project experience in product understanding or visual generation
Technologies
LLM, MLLM, Diffusion, PyTorch, TensorFlow, RAG, RL, Agent architectures
Responsibilities
Extract and standardize global product attributes across languages; Optimize listing quality via automated generation and RL; Develop AIGC solutions for image inpainting, AI models, and video production; Implement cutting-edge MLLM and Agent architectures for e-commerce scenarios.
