Advanced Technology: AI/ML Research Scientist
Sunnyvale, CA; Toronto, Ontario, Canada; Vancouver, British Columbia, Canada
USD 172K-250K (estimate) Mid-level Full Time
Tasks
- Collaborate with ASIC compiler kernel and AI teams
- Design AI models from first principles
- Develop hybrid workflows coupling simulation and learning
- Develop training methods for wafer scale hardware
- Guide memory access patterns and numerical precision
- Inform hardware and software design based on computational patterns
- Investigate numerical methods and PDE solvers for AI
- Optimize model structure and optimization strategy
- Present at AI and computational science conferences
- Publish research findings
Perks/Benefits
- N/A
Skills/Tech-stack
Access patterns | C# | Differential Equations | Generalization | Gradient methods | Loss Landscape | Machine Learning | Memory Access Patterns | Memory access | Model Architecture | Model Training | Numerical Methods | Numerical precision | Optimization | Partial differential equations | PyTorch | Python | Simulation | Statistical Foundations
Education
Associate Degree | Bachelor of Engineering | Bachelor of Science | Master of Science | PhD
Regions
Countries
States
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