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Senior ML Kernel Engineer — Neuron Performance
Job summary
A global technology company in Toronto is seeking a Kernel Engineer to design high-performance kernels for machine learning operations. The role involves collaboration across software, hardware, and system layers to optimize performance for AWS's ML accelerators. Candidates should have experience in system architecture and ML model acceleration, with a focus on delivering cutting-edge solutions to customers.
Benefits
Qualifications
- 3+ years of non-internship professional software development experience.
- Experience programming with at least one software programming language.
- Knowledge of ML frameworks (PyTorch, TensorFlow) and their GPU backends.
Responsibilities
- Design and implement high-performance compute kernels for ML operations.
- Analyze and optimize kernel-level performance across multiple generations.
- Conduct detailed performance analysis using profiling tools.
Skills
Education
Tools
* The salary benchmark is based on the target salaries of market leaders in their relevant sectors. It is intended to serve as a guide to help Premium Members assess open positions and to help in salary negotiations. The salary benchmark is not provided directly by the company, which could be significantly higher or lower.