数据科学家-地理位置中台
Core
Build indicator systems, conduct A/B testing analysis, and perform diagnostic/exploratory analysis to drive business strategy and product iteration.
Role type
Senior data scientist (business intelligence & experimentation)
Builds
Data-driven strategies, experiment frameworks, and analytical insights for business teams
Domain
Internet / E-commerce
Deliverable
dashboards & analysis
Required skills
SQL, Python, Hive, Spark, statistical modeling, A/B testing design, data visualization, business metric definition
Preferred skills
Machine learning algorithms (clustering, regression, decision trees), data tool development
Responsibilities
Design and monitor business indicator systems; Execute A/B test designs and analyze results; Perform diagnostic and exploratory data analysis; Collaborate with product and algorithm teams to implement data strategies.
