Senior Staff Engineer - AI Data Path
Remote - California
R
USD 224K-356K (estimate) Senior-level Full Time
Tasks
- Define multi tier storage architectures for inference
- Diagnose system bottlenecks across storage networking and GPU
- Drive observability performance monitoring and automation
- Establish benchmarking frameworks and performance tuning
- Implement KV cache management strategies
- Influence architecture decisions for distributed inference scalability
- Integrate Infinia with GPU accelerated inference platforms
- Lead design of data movement pipelines using NVIDIA NIXL
- Mentor junior engineers
- Optimize I O paths between GPU memory and storage
- Optimize inference performance with PyTorch and TensorFlow
Perks/Benefits
- N/A
Skills/Tech-stack
Automation | C++ | Data Intelligence Platform | File systems | GPUDirect Storage | Infinia Data Intelligence Platform | Infiniband | KV cache | Linux | NVIDIA NIXL | NVME SSD | NVMe | NVMe SSD Optimization | NVMe over Fabrics | Object storage | Observability | Performance Monitoring | PyTorch | Python | RAG Pipelines | RDMA | Reliability Engineering | Retrieval-Augmented Generation | SSD Optimization | TensorFlow | Vector Databases
Education
Roles
Regions
Countries
States
Cities
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