Principal Analyst, Data Science
CN-OCG International Center, Cheng Du, China
CNY 120K-180K (estimate) Senior-level Full Time
Tasks
- Create and manage ML and AI use cases
- Define product roadmaps and prioritize features
- Develop AI and ML models for business problems
- Document best practices and solution frameworks
- Execute AI product strategy and roadmap
- Execute continuous testing with golden test cases
- Fine tune chunking and metadata for new document structure
- Fine-tune prompts
- Improve LLM design
- Manage product team
- Mitigate negative feedback cases
- Monitor document ingestion pipeline
- Monitor solution performance and alert degradation
- Perform RAG fine tuning
- Replicate and scale solutions across markets
- Support SIT UAT with business
- Support release process
- Triage document operations processes for solution accuracy
- Troubleshoot document ingestion issues with business
Perks/Benefits
- N/A
Skills/Tech-stack
Alerting | Artificial Intelligence | Case management | Data Pipelines | Data Science | Document ingestion | Fine Tuning | Intent Classification | LLM monitoring | Language Models | Language Processing | Large Language Models | Machine Learning | Natural Language | Natural Language Processing | Performance Monitoring | Prompt engineering | RAG | Retrieval-Augmented Generation | Test Case | Test Case Management
Education
N/A
Roles
Analyst | Data Science | Data Science Analyst | Data Scientist | Principal | Principal Data Scientist | Scientist
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