大模型算法工程师（应用大模型）-电商业务
Core
Build high-quality e-commerce multimodal reasoning and fine-grained datasets, fine-tune multimodal large models for e-commerce scenarios, and construct unified MCP services with Agent architectures to enhance understanding and generation capabilities for product, user, and transaction data.
Role type
Senior IC large model algorithm engineer (e-commerce applications)
Builds
E-commerce multimodal large models, Agent architectures (React, Generate-Verifier, Multi-Agent), and unified MCP services
Domain
E-commerce, Large Language Models, Multimodal AI, Knowledge Graphs
Deliverable
production ML models
Required skills
NLP algorithms, multimodal algorithms, large model training and application, knowledge graphs, data synthesis, SFT, RLVR, multi-agent RL, GME training, Agent Test-Time-Scaling, product information recognition, video content understanding, user interest mining, copy generation, AI annotation
Preferred skills
Experience in NLP, multimodal, large model training/application, knowledge graphs
Technologies
SFT, RLVR, Multi-Agent, React, Generate-Verifier, MCP
Responsibilities
Construct high-quality e-commerce multimodal reasoning and fine-grained datasets using data synthesis techniques; Fine-tune e-commerce multimodal large models via SFT, RLVR, multi-agent RL, and GME; Build e-commerce MCP unified services and design Agent architectures; Optimize model capabilities for product info recognition, video understanding, user interest mining, and content generation; Support e-commerce business scenarios including search, recommendation, guidance, reviews, and product publishing.
Seniority
Senior, hands-on IC
