数据分析师（体验方向） - 抖音电商
Core
Designing e-commerce governance experience data systems, building metrics and models to support business decisions and strategy optimization.
Role type
Senior Data Scientist (E-commerce Experience & AI)
Builds
Data models, decision support tools, and AI-driven data intelligence applications (Agents/Skills) for e-commerce.
Domain
E-commerce, Data Science, Artificial Intelligence
Deliverable
production ML models
Required skills
SQL, Python, statistical methods, A/B testing, regression analysis, clustering, time series forecasting, machine learning algorithms, LLM/Agent architecture
Preferred skills
E-commerce background, practical Agent/Skills development experience, large model algorithm knowledge
Responsibilities
Designing data systems and metrics for e-commerce governance; conducting quantitative analysis and experiments for business decision support; driving strategy optimization through data insights; analyzing and iterating AI products; building data intelligence applications using large models.
Seniority
Senior, hands-on IC
