AI Optimization Lead

hace 2 semanas


Barcelona, Barcelona, España Esperanto A tiempo completo
About the Role

Esperanto is pushing the boundaries of Artificial Intelligence processing solutions with unprecedented energy efficiency, scalability, and flexibility. Our high-performance ET-MaxionTM core delivers exceptional single-thread RISC-V performance, while our ET-MinionTM core compute array excels in energy efficiency.

We are seeking an experienced hands-on Software Developer Lead to develop neural network optimizations for Machine Learning accelerators with thousands of cores. Your key responsibilities will include defining, implementing, and validating algorithmic and compiler solutions to deliver unmatched energy efficiency at inference stage for our HW accelerators.

As a dynamic member of our SW team, you will actively participate in different components of the SW stack, such as the Compiler, Runtime, ML Framework, and Firmware. You will have the opportunity to explore novel generative AI applications and adapt them to get maximum benefit of our HW architecture.

What you will do:

  1. Define, plan, and lead the work on software optimizations for transformer models.
  2. Develop software-driven optimizations targeting a novel RISC-V architecture.
  3. Implement algorithmic and compiler solutions for our high-performance HW accelerators.
  4. Propose solutions to enhance the efficiency of Machine Learning applications.
  5. Integrate different inter-operator optimizations in the whole SW stack.
  6. Analyze and characterize the efficiency of the SW optimizations.
  7. Interact with functional and performance simulators.

Salary Estimate: €120,000 - €150,000 per year, depending on experience. This is a hybrid position located in Barcelona.



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