Sr to Principal Machine Learning Engineer, Framework & Performance
Markham, Ontario, Canada
CAD 131K-181K (estimate) Senior-level Full Time
Tasks
- Analyze ML algorithms and workloads
- Build performance simulation components
- Define and implement compilation algorithms for performance and low power
- Develop ML and AI compilers
- Evaluate performance area and power tradeoffs
- Identify bottlenecks in framework compute and memory
- Integrate PyTorch with compiler flows
- Optimize mapping of ML and AI algorithms to hardware
- Perform pre silicon performance prediction
- Run debug and analyze performance simulations
Perks/Benefits
Skills/Tech-stack
C++ | CPU | Circuit design | Clang | Compiler design | Computer Architecture | DSP | Debugging | Deep learning | Digital circuit | Digital circuit design | Docker | GPU | Git | Jenkins | MSVC | Machine Learning | ONNX | Performance Analysis | Pre-silicon | Pre-silicon Validation | PyTorch | Python | Silicon validation | Software development
Education
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