Edge ML Software Engineer: Model Optimization- PICO- San Jose
San Jose, California, United States
USD 218K-480K Mid-level Full Time
Tasks
- Apply quantization mechanisms
- Convert and compile machine learning models
- Debug functional and performance issues with cross functional teams
- Identify bottlenecks in compute memory bandwidth data movement and scheduling
- Implement hardware aware model optimization strategies
- Profile and analyze model performance and power consumption
Perks/Benefits
- 401k savings plan with company match
- Life insurance
- Long-Term Disability coverage
- Medical/Dental/Vision insurance
- Paid Holidays
- Paid parental leave
- Paid personal time
- Paid sick days
- Short term disability coverage
- Wellbeing benefits
Skills/Tech-stack
C# | C++ | Convolutional Neural Networks | Data Movement | Deep learning | Edge AI | Hardware acceleration | Memory hierarchy | Model Compression | Model Deployment | Model Optimization | Neural Networks | Operator fusion | Post-training | Post-training Quantization | PyTorch | Python | Quantization | Quantization aware training | Scheduling | TensorFlow | Transformers
Education
Regions
Countries
States
Cities
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