数据科学家-抖音推荐
Core
Design core metric systems, evaluate strategies using causal inference and statistical modeling, and explore large model applications for agentic recommendation systems to drive business growth.
Role type
Senior IC data scientist (recommendation systems & agentic AI)
Builds
Agentic recommendation systems, AI-driven data science tooling, and automated insight capabilities
Domain
E-commerce / Recommendation Systems / Large Language Models
Deliverable
production ML models
Required skills
Causal inference, Statistical modeling, Machine learning, Recommendation algorithms, SQL, Python, Large model application
Preferred skills
Master's or PhD in quantitative fields, Experience with agentic AI paradigms
Technologies
SQL, Python, Large Models
Responsibilities
Design core metric systems aligned with business value chains, Evaluate strategies using experimental analysis and causal inference, Explore large model applications for content understanding and user behavior modeling, Build automated insight capabilities using AI for Data Science, Drive strategy optimization to improve business revenue and decision efficiency