Staff AI Engineer
Analog DevicesLimerick, Ireland
Posted August 5, 2025
Full Time
About the Company
Analog Devices, Inc. (NASDAQ: ADI) is a global semiconductor leader that bridges the physical and digital worlds to enable breakthroughs at the Intelligent Edge. ADI combines analog, digital, and software technologies into solutions that help drive advancements in digitized factories, mobility, and digital healthcare, combat climate change, and reliably connect humans and the world. With revenue of more than $9 billion in FY24 and approximately 24,000 people globally, ADI ensures today's innovators stay Ahead of What's Possible. Learn more at www.analog.com.
Job Description
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.
Requirements
- 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