3 Days Left Machine Learning Kernels Engineer

2 weeks ago


Canada Acceler8 Talent Full time

We are seeking a Machine Learning Kernels Engineer to join a well-established and funded startup who are developing a ground-breaking at-memory AI chip architecture.

This approach addresses the accuracy and efficiency challenges in running AI inference workloads.


You'll join a team who's mission is to build implementations of real-world neural network kernels specialized for the company's unique hardware architecture - maximizing compute and communication throughput.


Responsibilities:

  • Design and implement lowlevel kernels for various neural network operations.
  • Work with Compiler team to design configuration APIs for these kernels.
  • Collaborate with architects and compiler engineers to create performance optimizations for future generations.
  • Design overall computation strategies for multikernel, multichip neural network implementations.

Requirements:

  • MS or PhD in CS, Math, Physics or related field.
  • Expertise in modern C++ and experience utilizing it in code generation and lowlevel compute optimizations.
  • Strong knowledge of basic NN operator algorithms (convolutions, transformers, RNNs, etc.)
  • Python experience and strong mathematical skills.
  • Experience working on other AI Accelerators is a huge plus


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