Machine Learning Compiler Engineer
QUALCOMM, Inc.
Build machine learning compilers and performance models at Qualcomm in Markham, using C++ and Python for efficient Qualcomm hardware mappings.
As a Machine Learning Engineer on Qualcomm’s ML Systems Team, you will develop production and exploratory compiler solutions. Your work connects PyTorch frameworks with Qualcomm ML/AI compiler flows while analyzing algorithms and workloads. You will support future hardware and software decisions through performance, area, and power studies.
Key Responsibilities:
- Develop and evolve Qualcomm ML/AI compilers
- Implement algorithms for high-performance, low-power hardware mappings
- Couple PyTorch efficiently to compiler flows
- Create C++ and Python performance-driven simulation components
- Analyze simulations and recommend hardware and software enhancements
Requirements:
- Bachelor’s degree in a related technical field
- Strong algorithm development and performance analysis background
- Strong C++ and Python knowledge
- Compiler design and development experience is an asset
- Strong analytical, debugging, and communication skills
Apply compiler development, algorithm analysis, C++, and Python skills to advance Qualcomm ML systems in Markham.
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