高级体验挖掘分析师（抖音Agent方向）-抖音研发
Core
Design and deploy data analysis mining agents using multi-agent collaboration to drive a closed loop from problem discovery to optimization for products like Douyin, Tomato Novel, and Jianying.
Role type
Senior IC machine-learning engineer (multi-agent data analysis)
Builds
Data analysis mining agents and evaluation frameworks
Domain
Consumer internet + AI/LLM
Deliverable
production ML models
Required skills
SQL, statistics, LLM application architecture, PE engineering, data evaluation, Agent frameworks, RAG, SFT, RL
Preferred skills
Experience with complex open-ended analysis topics
Responsibilities
Design and implement data analysis mining agents; Establish and refine agent evaluation systems; Iterate models and strategies to solve complex analysis problems; Generalize analysis methods and workflows for platform-scale reuse.
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