Senior Neural Network Kernel Software Development Engineer

3 weeks ago

Calgary, Alberta, Canada Targeted Talent Full time
Senior Neural Network Kernel Software Development Engineer Senior Neural Network Kernel Software Development Engineer

Our client is a leading technology company that is revolutionizing the field of artificial intelligence by developing innovative software solutions for neural networks. As a Senior Neural Network Kernel Software Development Engineer, you will play a key role in optimizing the performance of neural networks on custom hardware architectures.

About the Role
  • Design, prototype, and execute low-level C++ programs (kernels) for various neural net operations.
  • Develop efficient implementations of practical neural net kernels tailored to our distinctive hardware architecture.
  • Implement diverse computing algorithms to maximize computation and communication throughput.
  • Collaborate with architects and compiler engineers to develop a profound understanding of the architecture's intricacies.
Responsibilities
  • Develop and maintain high-performance neural network kernels for custom hardware accelerators.
  • Design and implement configuration APIs for kernels to the compiler team.
  • Share performance optimization concepts with compiler engineers and architects.
  • Develop comprehensive computation strategies for multichannel and multi-chip neural net implementations.
Requirements
  • Degree in Computer Science, Engineering, Math, Physics, or related field (preferably MS or PhD).
  • Profound knowledge of modern C++ with a focus on code generation and low-level compute optimizations.
  • Familiarity with fundamental Neural Network operator algorithms - Convolutions, Transformers, RNNs.
  • Demonstrated capability to independently navigate challenging, well-defined problems.
  • Aptitude and interest in both high-level conceptual understanding and intricate technical details.
Preferred Skills and Experience
  • Proficiency in Python.
  • Experience with other AI accelerator programming.
  • Strong mathematical aptitude.
  • Enthusiasm for problem-solving within highly structured and restricted environments.
What We Offer
  • Comprehensive health and extended health benefits.
  • Competitive Salary.
  • Unlimited sick leave.
  • Stock options.
  • Opportunity to contribute to revolutionizing chip and software technologies with global impact.

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