Senior Quantization Engineer - Edge AI Model Optimization
Tasks
- Build proof-of-concepts
- Contribute patents and technical publications
- Derive deployment recipes
- Develop model quantization methods
- Document algorithm tradeoffs
- Ensure compute efficiency
- Ensure memory efficiency
- Implement optimized production code
- Integrate algorithms across teams
- Mentor engineering team on numerical methods
- Prototype on NXP hardware constraints
- Provide guidance on accuracy and performance impact
- Survey model optimization research
Perks/Benefits
- N/A
Skills/Tech-stack
C++ | CNN | Deep learning | Embedded Systems | Generative AI | Language Models | Large Language Models | MLIR | Machine Learning | Model Compression | Model Optimization | NPU | Network Quantization | Neural Network | Neural network quantization | Numerical Methods | ONNX | Profiling | Pruning | PyTorch | Python | Speculative decoding | TVM | Transformers | Vision Language Models | Vision-language
Education
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