Research scientist - AI Infra - Global Frontier Tech Recruitment Program - 2027 Start (PhD)
Tasks
- Benchmark and analyze ML stack performance bottlenecks
- Build heterogeneous power orchestration systems
- Build prototypes and write technical reports
- Build self evolvable business agent frameworks
- Design scalable AI factory architectures across compute storage networking and chips
- Design storage acceleration architectures for AI workloads
- Develop cloud native distributed vector index engines
- Develop serverless high performance elastic file systems
- Enable full stack intelligent optimization for infrastructure
- Evaluate compute storage networking chips and power trade offs
- Optimize distributed vector retrieval for low latency and low cost
- Optimize emerging AI memory systems
- Optimize scheduling networking and storage for long horizon agents
- Perform hardware software cooptimization for DPU
- Research GPU CPU and memory heterogeneous collaborative scheduling
- Research automatic infrastructure optimization from AI agent workflows
- Research intelligent fault localization and root cause analysis
- Track AI distributed training reinforcement learning and hardware acceleration trends
- Translate AI workload requirements into scalable cross team solutions
- Tune time series databases for cluster stability
Perks/Benefits
- N/A
Skills/Tech-stack
AI Memory Systems | AI memory | Artificial Intelligence | Benchmarking | CPU Scheduling | Cause analysis | Cloud Native | DPU | Distributed Training | Elastic File Systems | Fault Localization | File systems | GPU scheduling | Hardware Software Cooptimization | Hardware/software | Heterogeneous scheduling | Inference | LLM | Large-scale | Large-scale Systems | Low Latency | Low-Latency Systems | Machine Learning | Memory systems | Performance optimization | Power Orchestration | Reinforcement Learning | Root Cause Analysis | Root cause | Scale systems | Serverless | Storage Acceleration | Time Series | Time-series databases | Vector Retrieval | Vector indexing
Education
Roles
Regions
Countries
States
Cities
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