数据科学家（音乐策略） - TikTok
Core
负责国际化音乐业务的数据分析，深度参与音乐行业从内容供给、推荐分发到IP变现的全生命周期管理，通过量化分析优化供给和分发策略。
Role type
senior IC data scientist (music strategy)
Builds
音乐内容供给与推荐分发策略
Domain
Music streaming and social media
Deliverable
production ML models
Required skills
A/B testing design, model evaluation, metric system design, data infrastructure, supply chain analysis, traffic distribution strategy, ecosystem impact assessment, statistical analysis, data visualization
Preferred skills
AI content supply experience, music industry background, complex experimental design, recommendation system analysis
Technologies
A/B testing frameworks, statistical modeling tools, data visualization tools
