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Highly Skilled AI Engineer – Expert in Deep Learning

3 weeks ago


Cork, Cork, Ireland beBeeMachineLearning Full time €100,000 - €160,000
Senior Machine Learning Engineer">

We are seeking a highly skilled Senior Machine Learning Engineer to join our team in Cork City, Ireland.

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Develop and enhance ML compilers using PyTorch and C++ tailored for Neural Processing Unit (NPU) architecture.

Design and implement advanced quantization techniques to improve model efficiency and accuracy.Optimize ML workloads for deployment across diverse devices, ensuring top-tier performance and energy efficiency.Work directly with strategic customers to address specific challenges and deliver tailored ML solutions.Collaborate with architecture and software engineering teams to integrate cutting-edge ML technologies into platforms.Research, prototype, and implement innovative solutions in ML compiler design and system-level optimizations.Evaluate and debug ML performance to identify and resolve bottlenecks in complex workflows.Create thorough technical documentation to share knowledge and advancements with the team.Requirements

Our ideal candidate will possess:

  • Bachelor's degree in Science, Engineering, or related field.
  • Strong expertise in PyTorch and C++ programming.
  • Experience with ML workload analysis, compiler development, and quantization techniques.
  • Familiarity with deep learning frameworks such as TensorFlow or ONNX is a plus.
  • Proven track record of solving complex performance and efficiency challenges in hardware-aware ML solutions.
  • Ability to work collaboratively with strategic customers and deliver impactful results.
  • Excellent analytical skills and ability to thrive in a high-performance team environment.
Preferred Experience

The following experiences are considered desirable:

  • Experience with ML model deployment on hardware accelerators such as GPUs, TPUs, or NPUs.
  • Understanding of system-level architecture and low-level programming.
  • Contributions to ML research or publications in relevant fields are an advantage.