数据挖掘专家（交易方向）-TikTok Shop
Core
Lead data science projects to optimize C-end traffic efficiency and purchase conversion by building precise user behavior models; design and implement post-sales experience improvement strategies to enhance platform user satisfaction.
Role type
Senior data scientist (C-end traffic & conversion)
Builds
User behavior models, post-sales experience strategies, data-driven product decisions
Domain
E-commerce, C-end consumer products
Deliverable
production ML models
Required skills
User behavior modeling, A/B testing, causal inference, attribution analysis, SQL, Python, R, statistics, machine learning, deep learning
Preferred skills
Experience with Hadoop/Spark, international e-commerce background, algorithm or backend development experience
Responsibilities
Design and implement user post-sales experience improvement strategies; translate data science insights into actionable product strategies and business decisions; research and apply latest statistical, ML, and deep learning methods to solve complex business problems; collaborate with product, operations, and engineering teams to drive project execution; establish standardized analysis frameworks and best practices.
