Edge ML Software Engineer (Model Optimization-PICO) - San Jose
San Jose, California, United States
USD 212K-450K Mid-level Full Time
Tasks
- Apply hardware aware optimization strategies
- Apply quantization to ML models
- Collaborate with compiler and firmware teams to debug issues
- Convert and compile ML models for edge NPUs
- Identify bottlenecks in compute and memory bandwidth
- Profile and analyze model performance and power consumption
Perks/Benefits
- N/A
Skills/Tech-stack
Compiler | Emulation | Firmware debugging | Machine Learning | Memory bandwidth | Model Compression | Model Optimization | NPU | Operator fusion | Performance Profiling | Power Optimization | Quantization | Scheduling | Simulation
Education
N/A
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