Data Scientist, Post Purchase Experience - TikTok Shop
Core
Designing metrics and data solutions to measure governance, risk, fraud, and post-purchase experience for TikTok Shop sellers, customers, and creators.
Role type
Senior IC data scientist (governance & post-purchase experience)
Builds
Risk and fraud measurement frameworks, post-purchase strategy models, and AI-optimized workflows
Domain
E-commerce marketplace, post-purchase experience, risk management
Deliverable
production ML models
Required skills
SQL, Python, R, data visualization, causal inference, modeling, optimization, AI tool integration
Preferred skills
E-commerce/post-purchase experience, prompt engineering, agent orchestration, emerging AI technologies
Technologies
SQL, Python, R
Responsibilities
Set up metrics for governance, risk, fraud, and experience; Justify post-purchase strategy scientifically; Monitor key metric changes and deep dive into root causes; Generate insights and data solutions for business partners; Integrate AI tools to optimize workflows
Seniority
Mid-level, hands-on IC
