业务算法Leader - 抖音电商
Core
Lead algorithmic strategy for e-commerce governance, risk control, and content safety using large models, agents, and graph learning to protect user experience and merchant integrity across Douyin's ecosystem.
Role type
Senior IC algorithm leader (e-commerce governance & risk control)
Builds
Intelligent governance agents, graph learning platforms, and multi-modal content understanding systems for risk detection and dispute resolution.
Domain
E-commerce, Content Moderation, Risk Control
Deliverable
production ML models
Required skills
Graph Neural Networks, Sequence Modeling, Unsupervised Anomaly Detection, Complex Network Mining, MLLM (Multimodal Large Language Models), LLM (SFT/RLHF/RAG/Agent), Black-market Countermeasures, Business Abstraction, Systematic Problem Solving
Preferred skills
Experience with Generative AI in risk control, Long-text/Multi-modal audit, Adversarial Generation
Technologies
Graph Storage, Graph Learning Platforms, MLLM, LLM, RAG, Agent Frameworks
Responsibilities
Design and lead the mid-to-long-term technical roadmap for e-commerce governance; Build and optimize intelligent agents for full-link business processes; Construct graph-based entity representations for merchant/product/influencer content; Drive the development of experience modeling to filter low-quality content.
Seniority
Senior, hands-on IC with team leadership
