证券-用户数据分析师
Core
Build user data analysis frameworks and drive product iteration through hypothesis testing and A/B experiments for AI and content products.
Role type
Senior user data analyst (AI products)
Builds
Product features and AI content optimization mechanisms
Domain
Internet / AI / Content
Deliverable
production ML models
Required skills
Statistical inference, experimental design, causal analysis, SQL, Python/R, user segmentation, lifecycle analysis, A/B testing, hypothesis formulation
Preferred skills
Business logic understanding, cross-functional collaboration, data storytelling
Technologies
SQL, Python, R
Responsibilities
Translate business judgments into testable hypotheses; Build metric systems for user experience, retention, and conversion; Design and analyze A/B experiments; Explore AI product evaluation methods linking content quality to long-term behavior.
