【中台】 Ai 数据产品经理
Tasks
- Build RAG knowledge base integration
- Build low code agent development platform
- Configure prompts and workflow orchestration
- Create AI data quality to cleaning feedback loop
- Create model evaluation dashboards
- Define Agent architecture
- Define agent capability boundaries
- Design AI Agent product matrix
- Design AI native KPI systems
- Design data tracking and event tagging
- Design natural language to SQL pipelines
- Develop conversational BI to SQL and visualization
- Draft PRD and prototypes
- Establish human in the loop process
- Implement tool-use workflows
- Manage multi turn dialogue
- Route models across providers
- Run A B testing for product evaluation
- Set confidence scoring and circuit breaker rules
Perks/Benefits
- N/A
Skills/Tech-stack
A/B | A/B Testing | Agent systems | Autogen | B testing | BLEU | Causal Inference | Data Lakes | Data Warehousing | Fine Tuning | Function Calling | Langchain | Language Processing | Llamaindex | Machine Learning | Multi-Agent | Multi-Agent Systems | Natural Language | Natural Language Processing | Prompt engineering | Python | RAG | ROUGE | Reinforcement Learning | SQL
Education
N/A
Roles
AI | AI Product Manager | Data Product Manager | Manager | Product Manager
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