Senior System Software Engineer - Local AI
Tasks
- Analyze performance accuracy tradeoffs
- Apply quantization pruning sparsity distillation
- Build local AI inference stack
- Debug system performance issues
- Develop inference execution stacks
- Develop infrastructure for performance accuracy sweeps
- Establish engineering guidelines for bring up production readiness
- Optimize inference runtimes for performance stability scalability
- Perform end to end model and data pipeline optimization
Perks/Benefits
- N/A
Skills/Tech-stack
Algorithms | C++ | CUDA | DXGKC | Data Structures | Debugging | Deep learning | DirectX | Generative AI | Graph Execution | Inference | KV cache | Knowledge Distillation | Llama.cpp | Machine Learning | Memory Management | Performance optimization | Pruning | PyTorch | Quantization | Scheduling | Sparsity | TensorRT | VLLM | Vulkan | WinML
Education
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