营销算法实习生（J107237）
Core
Build and optimize business agents for automated marketing task execution, including workflow orchestration, evaluation systems, and self-evolving strategies.
Role type
Junior Machine Learning Engineer (Marketing Agents)
Builds
Automated marketing agents, evaluation datasets, and diagnostic tools
Domain
Marketing, Large Language Models, Agent Workflows
Deliverable
production ML models
Required skills
Python, SQL, PyTorch, Machine Learning, Probability & Statistics, Optimization, LLM fundamentals, Tool Use, RAG, Agent Workflows
Preferred skills
Time series forecasting, Recommendation ranking, AI coding agents, Research & Reproduction
Technologies
Python, SQL, PyTorch
Responsibilities
Analyze business scenarios and abstract tasks for agent modeling; Build evaluation datasets and diagnostic tools for agent performance; Optimize prompts and workflows based on evaluation feedback; Develop and optimize time series and ranking models for marketing content.
