Transformers Specialist

2 weeks ago

Limerick, Limerick, Ireland beBeeEngineer Full time €100,000 - €150,000
About the Role

Analog Devices, Inc. is a global semiconductor leader that bridges the physical and digital worlds to enable breakthroughs at the Intelligent Edge.

The Edge AI team is seeking a Staff AI Engineer to contribute to the development of next-generation AI models and building blocks for deployment on constrained hardware devices.

This role focuses on optimizing AI models, including transformers, for edge hardware, employing 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 Analog Devices' hardware platforms.

Key Responsibilities
  • AI Model Optimization: Develop and optimize AI models, focusing on transformers, for deployment on constrained edge hardware.
  • Quantization and Pruning: Implement and utilize techniques such as quantization, pruning, and hardware-specific optimizations to improve performance.
  • Hardware Benchmarking: Contribute to hardware benchmarking efforts to evaluate model performance and resource usage.
Requirements
  • Masters Degree or Equivalent Experience: Master's degree or equivalent experience in Computer Science, Electrical Engineering, or a related field.
  • Industry Experience: 5+ years of industry experience in AI/ML model development, optimization, and deployment.
  • Ai Model Optimization Techniques: Strong expertise in AI model optimization techniques, including quantization, pruning, and benchmarking for edge hardware.
  • Transformer Models: Hands-on experience with transformer models and their deployment on embedded or constrained platforms.
  • Programming Skills: Proficiency in Python and C++ for AI model development and integration.
Benefits
  • Diverse Work Environment: At ADI 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.
  • Continuous Learning Opportunities
  • Culture of Innovation: 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.

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