数据科学（AI方向） - 抖音电商
Core
Designing e-commerce data systems, metrics, and models to support business growth and AI product iteration on Douyin's platform.
Role type
Senior Data Scientist (E-commerce & AI)
Builds
Data infrastructure, decision support tools, and AI-driven data intelligence applications (Agents/Skills)
Domain
E-commerce, AI, Large Language Models
Deliverable
production ML models
Required skills
SQL, Python, statistical modeling, A/B testing, time series forecasting, regression analysis, clustering, LLM/Agent architecture
Preferred skills
E-commerce background, hands-on Agent/Skills development, large model algorithm principles
Responsibilities
Designing e-commerce data systems and metrics; providing decision support through quantitative analysis; driving business strategy optimization; managing data assets for AI products; building data intelligence applications using LLMs.
Seniority
Senior, hands-on IC
