游戏AI-数据挖掘算法专家
Core
Designing and productizing algorithms for game AI, focusing on user growth, causal inference, matching systems, attribution analysis, personalized experience flows, and commercial activity/item recommendations.
Role type
Senior data scientist (game AI & analytics)
Builds
Personalized recommendation systems, matching engines, and user growth analytics for game products
Domain
Gaming industry, data science, and AI
Deliverable
production ML models
Required skills
Causal inference, matching algorithms, attribution analysis, personalized recommendation, user growth modeling, big data application, project leadership
Preferred skills
Market analysis, competitive analysis, rapid technology adoption
Technologies
Big data frameworks, AI/ML libraries for recommendation and causal inference
Responsibilities
Develop algorithms for user growth, matching, and personalized experiences; Identify and apply cutting-edge technologies; Execute projects to deliver measurable business value
Seniority
Senior, hands-on IC with team/project leadership