Optimizing AI Models for Edge Hardware

1 day ago

Limerick, Limerick, Ireland beBeeArtificial Full time €104,000 - €130,000

We are seeking a Staff AI Engineer to join our team and contribute to the development of next-generation AI models and building blocks for deployment on constrained hardware devices.


As a Staff AI Engineer, you will be responsible for developing and optimizing AI models, focusing on transformers, for deployment on constrained edge hardware. You will employ techniques such as quantization, pruning, and benchmarking to create efficient and effective AI solutions.


You will collaborate with cross-functional teams to bring advanced AI technologies to our hardware platforms. This role is ideal for individuals who have a strong background in AI model optimization techniques, including quantization, pruning, and benchmarking for edge hardware.


Required Skills and Qualifications
  • A Master's degree or equivalent experience in Computer Science, Electrical Engineering, or a related field
  • 5+ years of industry experience in AI/ML model development, optimization, and deployment
  • Strong expertise in AI model optimization techniques, including quantization, pruning, and benchmarking for edge hardware
  • Hands-on experience with transformer models and their deployment on embedded or constrained platforms
  • Proficiency in Python and C++ for AI model development and integration
  • Experience with AI frameworks such as TensorFlow, PyTorch, or ONNX, and their optimization for hardware targets
  • Familiarity with hardware platforms, including CPUs, NPUs, and accelerators

Benefits

At our company, we foster a culture where everyone has an opportunity to succeed regardless of their race, color, religion, age, ancestry, national origin, social or ethnic origin, sex, sexual orientation, gender, gender identity, gender expression, marital status, pregnancy, parental status, disability, medical condition, genetic information, military or veteran status, union membership, and political affiliation.


We are an equal opportunity employer and welcome applications from diverse candidates. If you are a talented and motivated individual who is passionate about AI and hardware, we encourage you to apply for this exciting opportunity.


Others

This role requires access to technical data, which may involve obtaining export licensing approval from the U.S. Department of Commerce - Bureau of Industry and Security and/or the U.S. Department of State - Directorate of Defense Trade Controls. Applicants who are not US Citizens, US Permanent Residents, or protected individuals may need to go through an export licensing review process.


Come join us – a place where Innovation meets Impact. For more than 55 years, we have been inventing new breakthrough technologies that transform lives. At our company, you will work alongside the brightest minds to collaborate on solving complex problems that matter from autonomous vehicles, drones and factories to augmented reality and remote healthcare.

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