Research Scientist - Technologies of Data Management, LLM and AI Agents - Global Tech Research Program - 2027 Start (PhD)
San Jose, California, United States
USD 212K-387K Entry-level Full Time
Tasks
- Build heterogeneous power orchestration system for AI agents
- Conduct systematic research on AI infrastructure
- Design storage acceleration architectures for AI
- Develop cloud native distributed vector indexing engine
- Develop self evolving business agent framework
- Develop serverless elastic file systems for AI scenarios
- Explore hardware software co optimization for data processing units
- Implement multi modal query processing including vector and full text and SQL
- Optimize AI for infrastructure using agent workflows
- Optimize vector retrieval for large language model applications
- Research GPU CPU and memory heterogeneous scheduling
- Research intelligent fault localization and root cause analysis
- Tune time series databases for cluster stability
Perks/Benefits
Skills/Tech-stack
AIOps | CPU Scheduling | Cause analysis | Cloud Computing | Data center | Data center networking | Database systems | Distributed Systems | Fault Localization | File systems | GPU scheduling | Information Retrieval | Language Models | Language Processing | Large Language Models | Machine Learning | Memory scheduling | Natural Language | Natural Language Processing | Observability | Python | Root Cause Analysis | Root cause | SQL | Serverless | Storage Systems | Time Series | Time-series databases | Vector Databases
Education
Roles
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