直播营收数据科学家 - 抖音直播
Core
Build data analysis frameworks and revenue optimization strategies for Douyin's live streaming business to drive monetization and user engagement.
Role type
Senior revenue data scientist (live streaming)
Builds
Live streaming revenue products and monetization features
Domain
Social media / Live streaming commerce
Deliverable
production ML models
Required skills
SQL, Python, A/B testing design, funnel analysis, cohort analysis, attribution analysis, feature engineering, predictive modeling, user segmentation
Preferred skills
Tableau, live streaming domain expertise, understanding of user payment psychology, AI workflow familiarity
Responsibilities
Design metric systems for revenue scenarios (launch, interaction, conversion, ARPU, retention); Analyze gifting mechanics, payment paths, and user behavior to output product optimization plans; Conduct A/B experiments and version effect reviews; Monitor revenue metric anomalies and drive optimization; Participate in specialized revenue model construction for payment prediction and user stratification.
