混元Agent数据策略分析岗（AI/Agent用户行为方向）（北京/深圳/上海）
Core
Analyze user behavior and agent trajectories in AI coding assistants to identify developer pain points, validate hypotheses, and drive product strategy and model optimization.
Role type
Senior data strategy analyst (AI/Agent user behavior)
Builds
AI coding agents and developer tools
Domain
AI / Developer tools / SaaS
Deliverable
production ML models
Required skills
SQL, Python (Pandas), statistical analysis, clustering, large model analysis, user feedback analysis, metric system design, dashboard construction, hypothesis testing
Preferred skills
Product data science, computational social science, consumer insights, experience with AI/Coding Agent/Developer tools/SaaS products, NPS/CSAT/retention metric体系建设
Technologies
SQL, Python, Pandas, large models
Responsibilities
Track demand changes in AI coding agents via user feedback and behavior data; analyze UserLogs and agent trajectories to identify failure mechanisms; design and monitor user experience metrics including sentiment and sunk costs; conduct exploratory analysis to discover new opportunities; build dashboards for root cause analysis of metric fluctuations; translate insights into product strategies and model optimization directions; collaborate with algorithm, product, and engineering teams to implement insights.
Seniority
Senior, hands-on IC