用户增长算法工程师（达人方向）-Data
Core
Build intelligent subsidy algorithms and diagnostic frameworks to incentivize and optimize creator growth, leveraging traffic, coupons, and cash incentives while utilizing causal inference and LLM-based agents for automated decision-making.
Role type
Senior IC growth algorithm engineer (creator direction)
Builds
Intelligent subsidy workflows, creator potential estimation systems, diagnostic frameworks, and LLM-based agent systems for creator lifecycle management
Domain
E-commerce + Creator Economy + Algorithmic Growth
Deliverable
production ML models
Required skills
Uplift modeling, causal inference, ranking algorithms, LLM post-training, RAG, Agent framework construction, deep learning (multi-task/long-sequence/graph networks), integer/linear programming, Python, Hive SQL/Spark, Linux
Preferred skills
Reinforcement learning for bidding, budget pacing mechanisms, recommendation system recall/ranking pipelines
Technologies
Python, C++/Java, Hive SQL, Spark, MapReduce, Linux, LLM frameworks
Responsibilities
Design and optimize creator task systems and post-link traffic subsidies; Build creator grading systems and LTV estimation models; Construct diagnostic frameworks using causal inference for creator health monitoring; Develop intelligent agents for automated product selection and content creation workflows.
