Advanced Machine Learning Engineer

3 days ago

Cork, Cork, Ireland beBeeMachine Full time €100,000 - €150,000

About this role:

You will create and optimize critical technologies for the development of efficient Machine Learning (ML) solutions. This includes designing and implementing advanced quantization techniques, optimizing ML workloads for deployment across diverse devices, and collaborating directly with customers to deliver impactful results.

Key Responsibilities:

  • Develop and enhance ML compilers using PyTorch and C++ tailored for a specific Neural Processing Unit (NPU) architecture.
  • Design and implement innovative solutions in ML compiler design and system-level optimizations.
  • Optimize ML workloads for deployment across diverse devices, ensuring top-tier performance and energy efficiency.
  • Collaborate with software engineering teams to integrate cutting-edge ML technologies into various platforms.
  • Evaluate and debug ML performance to identify and resolve bottlenecks in complex workflows.

Requirements:

  • Bachelor's degree in Science, Engineering, or related field and 2+ years of experience in ASIC design, verification, validation, integration, or related work.
  • OR Master's degree in Science, Engineering, or related field and 1+ year of experience in ASIC design, verification, validation, integration, or related work.
  • OR PhD in Science, Engineering, or related field.

Preferred Qualifications:

  • Experience with ML model deployment on hardware accelerators such as GPUs, TPUs, or NPUs.
  • Understanding of system-level architecture and low-level programming.

Your impact:

You will play a key role in shaping the future of energy-efficient ML technology and delivering impactful solutions to our customers. If you have expertise in PyTorch and C++, enjoy working collaboratively with customers, and are passionate about developing innovative ML solutions, we encourage you to apply.

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