数据分析师 - AI创新业务
Core
Analyze AI product performance across user growth, model behavior, and business outcomes to drive product and strategy decisions.
Role type
Senior AI Product Data Scientist
Builds
Data analysis pipelines, metric systems, and automated analysis workflows for AI products
Domain
AI / Large Language Models / Product Analytics
Deliverable
production ML models
Required skills
SQL, Python, statistical inference, A/B testing design, causal inference, LLM evaluation, data automation
Preferred skills
AI-native analysis methods, building analysis agents/knowledge bases, experience with AI products or content ecosystems
Technologies
SQL, Python, Large Language Models, AI Coding Agents
Responsibilities
Build core metric systems and monitoring for AI products; Analyze the relationship between model performance and user behavior; Design and execute A/B experiments to evaluate feature and model iterations; Identify optimization opportunities by correlating model output with business results; Develop automated analysis tools and workflows using AI agents; Drive cross-functional solutions for product and efficiency improvements
