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Senior Neural Network Kernel Software Development Engineer

2 months ago

Calgary, Alberta, Canada Targeted Talent Full time
About the Role

We are seeking a highly skilled and experienced software developer to join our team at Targeted Talent as a Senior Neural Network Kernel Software Development Engineer. This is an exciting opportunity to work on cutting-edge technologies and contribute to the development of innovative systems from scratch.

Key Responsibilities
  • Design, develop, and optimize neural network kernels for custom hardware accelerators, ensuring optimal performance and efficiency.
  • Collaborate with senior software engineers and architects to develop a deep understanding of the architecture's intricacies and optimize kernel performance.
  • Implement diverse computing algorithms to maximize computation and communication throughput, and develop comprehensive computation strategies for multichannel and multi-chip neural net implementations.
  • Define, document, and communicate configuration APIs for kernels to the compiler team, and share performance optimization concepts with both compiler engineers and architects.
Requirements
  • Master's or Ph.D. degree in Computer Science, Engineering, Math, Physics, or a related field.
  • Profound knowledge of modern C++ and low-level compute optimizations, with a focus on code generation.
  • Familiarity with fundamental Neural Network operator algorithms, including Convolutions, Transformers, and RNNs.
  • Demonstrated capability to independently navigate challenging, well-defined problems, and a strong aptitude for problem-solving within highly structured and restricted environments.
Preferred Skills and Experience
  • Proficiency in Python and experience with other AI accelerator programming.
  • Strong mathematical aptitude and enjoyment of solving complex problems.
About Us

Targeted Talent is a leading company in the field of software development, and we are committed to providing our employees with a comprehensive benefits package, including competitive salary, unlimited sick leave, and stock options. We offer a dynamic and challenging work environment, and the opportunity to contribute to the development of innovative systems that have a global impact.