数据分析师（商城方向）-抖音电商
Core
Build e-commerce metric systems, conduct A/B testing attribution, and develop predictive models to optimize traffic and revenue for Douyin's e-commerce platform.
Role type
Senior data scientist (e-commerce traffic & recommendation)
Builds
Data products, predictive models, and feature sets for e-commerce traffic optimization
Domain
E-commerce, Recommendation Systems, User Behavior Modeling
Deliverable
production ML models
Required skills
A/B testing, regression analysis, predictive modeling, feature engineering, SQL, Python, R, business reporting
Preferred skills
Machine learning algorithms, e-commerce search/recommendation/ad data experience, statistics/math background
Technologies
SQL, R, Python
Responsibilities
Design and maintain e-commerce metric systems and dashboards; perform deep attribution analysis on A/B tests; build models to predict user behavior and optimize business goals; train teams on data product methodologies.
Seniority
Senior, hands-on IC
