AI Development Specialist

3 days ago

Cork, Cork, Ireland beBeeMachineLearning Full time €90,000 - €110,000

Machine Learning Engineer - AI Development

We are seeking a highly skilled Machine Learning Engineer to join our team. The successful candidate will have expertise in PyTorch and C++ programming, with a strong background in Machine Learning.

Job Description

In this role, you will be responsible for developing and optimizing critical technologies for our compiler, quantization processes, ML workloads, and performance optimizations. You will also collaborate directly with strategic customers to deliver impactful solutions, shaping the future of energy-efficient ML technology.

Key Responsibilities:
  • Develop and enhance ML compilers using PyTorch and C++ tailored for our 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 our 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.
Required Skills and Qualifications

To be considered for this role, you must have:

  • A Bachelor's degree in Science, Engineering, or related field, and 2+ years of ASIC design, verification, validation, integration, or related work experience.
  • 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.
Benefits

As a member of our team, you will have the opportunity to work on cutting-edge projects, collaborate with top talent, and shape the future of energy-efficient ML technology.

Others

We are committed to creating a workplace that is inclusive, diverse, and welcoming to all employees. If you are an individual with a disability and need an accommodation during the application/hiring process, please let us know.

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