Principal Analyst, Data Science
CN - AIA Financial Center Building, Beijing, China
CNY 120K-180K (estimate) Senior-level Full Time
Tasks
- Create AI product roadmap
- Create ML use cases
- Define AI product strategy
- Develop machine learning algorithms
- Develop machine learning models
- Document best practices
- Execute LLM improvement suggestions
- Fine tune RAG with golden test cases
- Fine tune chunking and metadata
- Fine-tune RAG prompts
- Handle LLM performance downgrade
- Manage product team
- Mitigate negative feedback cases
- Monitor document ingestion pipeline
- Monitor solution performance
- Perform prompt fine tuning
- Prioritize AI features
- Support release process
- Support software integration testing
- Support user acceptance testing
- Triage document ops processes
- Troubleshoot document ingestion issues
Perks/Benefits
- N/A
Skills/Tech-stack
Artificial Intelligence | Data Ingestion | Data Ingestion Pipelines | Ingestion pipelines | LLM Evaluation | Language Models | Language Processing | Large Language Models | Machine Learning | Natural Language | Natural Language Processing | Prompt engineering | Python | RAG | Retrieval-Augmented Generation
Education
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