数据分析师 - AI创新业务
Core
Analyze AI business data to monitor user experience, strategy, and model performance, driving insights and optimization through A/B testing and causal inference.
Role type
Senior data scientist (AI business analytics)
Builds
Data-driven insights and optimization solutions for AI product features and user experience
Domain
AI / Internet / Content Ecosystem
Deliverable
production ML models
Required skills
SQL, Python, A/B testing, causal inference, statistical analysis, data extraction and cleaning, quantitative abstraction
Preferred skills
Machine learning theory, data mining, content ecosystem experience, search experience, social product experience
Technologies
SQL, Python
Responsibilities
Build and monitor key metrics for AI business strategies; Design and execute A/B experiments to evaluate user experience changes; Apply causal inference to understand business phenomena; Collaborate with product and algorithm teams to implement optimization solutions.
Seniority
Senior, hands-on IC
