数据科学家-电商商家与运营
Core
Data science work for Douyin e-commerce merchants and products, focusing on business diagnosis, growth opportunity identification, and strategy evaluation.
Role type
Senior IC data scientist (e-commerce strategy)
Builds
Intelligent strategy evaluation and decision frameworks for merchant and product operations
Domain
E-commerce, two-sided markets
Deliverable
production ML models
Required skills
causal inference (DAG, PSM, DID, RCT, IV), A/B testing and experimental design, SQL, Python, machine learning models, business insight translation
Preferred skills
LLM application in data science, e-commerce background, two-sided market strategy experience
Responsibilities
Diagnose business status and identify growth opportunities through attribution frameworks; Design and evaluate experiments for To B/To C scenarios; Conduct supply-side strategy research using causal inference; Explore LLM applications to enhance business rule understanding
Seniority
Senior, hands-on IC
