数据分析师（搜索方向）-抖音电商
Core
Build data-driven traffic optimization and e-commerce growth strategies by combining statistical analysis, machine learning modeling, and A/B testing to solve user behavior and revenue problems.
Role type
Senior data scientist (search & traffic optimization)
Builds
Production ML models, feature sets, and data dashboards for e-commerce traffic and revenue
Domain
E-commerce, Search, Recommendation
Deliverable
production ML models
Required skills
Machine learning modeling, feature engineering, A/B testing, statistical analysis, SQL, Python, R, data metric system design, user behavior modeling
Preferred skills
Experience in e-commerce search/recommendation/ad data, background in computer science/statistics/math
Technologies
SQL, R, Python
Responsibilities
Design and maintain e-commerce traffic and revenue metric systems; conduct deep attribution analysis via A/B tests; build predictive models to optimize business goals and drive growth; train teams on data product concepts and tools.
Seniority
Mid-Senior, hands-on IC
