数据科学家-数据采集
Core
Analyze user data and growth metrics to identify improvement opportunities, design and analyze A/B tests, and build predictive models for user behavior.
Role type
Data Scientist (Growth & Analytics)
Builds
Predictive models for user engagement, retention, and churn; actionable insights for growth strategy.
Domain
Technology / Growth Analytics
Deliverable
production ML models
Required skills
SQL, Python, A/B test design, statistical inference, regression analysis, user behavior modeling
Preferred skills
Experience translating complex analysis into business strategy
Responsibilities
Analyze user data and growth metrics to identify opportunities; Design and implement A/B tests to validate growth hypotheses; Build predictive models for user behavior outcomes; Collaborate with product and engineering teams to execute growth initiatives.
