Senior Expert in Artificial Intelligence Solutions
4 days ago
Analog Devices is a global leader in semiconductor innovation, bridging the physical and digital worlds to drive breakthroughs at the Intelligent Edge. The company combines analog, digital, and software technologies into solutions that help advance digitized factories, mobility, and healthcare, combat climate change, and connect humans and the world.
The Edge AI team seeks 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.
This individual will collaborate with cross-functional teams to bring advanced AI technologies to Analog Devices' platforms. Key responsibilities include developing and optimizing AI models, implementing techniques for improved performance, contributing to hardware benchmarking efforts, collaborating with hardware and software teams, participating in scalable AI building block development, and staying informed about AI advancements.
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.
Analog Devices offers a dynamic work environment with opportunities for professional growth and collaboration. As an equal opportunity employer, the company fosters a culture where everyone has an opportunity to succeed regardless of background or experience.
About UsAnalog Devices is a global leader in semiconductor innovation, driving breakthroughs at the Intelligent Edge through the combination of analog, digital, and software technologies. With revenue exceeding $9 billion and approximately 24,000 employees globally, Analog Devices ensures today's innovators stay ahead of what's possible. Learn more at [website] and on LinkedIn and Twitter.
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