Machine Learning Engineer - AI Compiler Optimization
San Jose, California, United States
USD 156K-387K Mid-level Full Time
Tasks
- Adapt recommendation models from PyTorch to the engine
- Build compilation optimization system for recommendation machine learning engine
- Collaborate on hardware/software co-design
- Design full stack optimization for graph operator and memory
- Implement graph operator fusion and automatic operator generation
- Optimize compilation strategies based on hardware characteristics
- Optimize model import conversion and code generation
Perks/Benefits
- N/A
Skills/Tech-stack
Co-design | Code generation | Compiler optimization | Graph optimization | Hardware-Software Co-design | Hardware/software | Machine Learning | Model Deployment | Operator fusion | PyTorch | Software Co-design
Education
N/A
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