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 and on LinkedIn and Twitter (X) .
Role Overview:
The Edge AI team is seeking aStaff AI Engineerto 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:
* Develop and optimize AI models, focusing on transformers, for deployment on constrained edge hardware.
* Implement and utilize techniques such as quantization, pruning, and hardware-specific optimizations to improve performance.
* Contribute to hardware benchmarking efforts to evaluate model performance and resource usage.
* Collaborate with hardware and software teams to ensure seamless integration of AI solutions into Analog Devices' platforms.
* Participate in the development and implementation of scalable, reusable AI building blocks for edge applications.
* Stay informed about advancements in AI optimization techniques, edge computing, and hardware-specific AI tools.
Qualifications:
* 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.
Preferred Skills:
* Experience in creating custom AI architectures for edge devices.
* Knowledge of Analog Devices hardware platforms or similar embedded systems.
* Strong problem-solving and debugging skills for AI applications on resource-constrained devices.
* Ability to work collaboratively in multidisciplinary teams.
For positions requiring access to technical data, Analog Devices, Inc. may have to obtain 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. As such, applicants for this position – except US Citizens, US Permanent Residents, and protected individuals as defined by 8 U.S.C. 1324b(a)(3) – may have to go through an export licensing review process.
Analog Devices is an equal opportunity employer. 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, or any other legally protected group.
Job Req Type: ExperiencedRequired Travel: Yes, 10% of the timeShift Type: 1st Shift/Days
About Analog Devices
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 and on LinkedIn and Twitter (X) .
Staff AI Engineer
Role Overview:
The Edge AI team is seeking aStaff AI Engineerto 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:
* Develop and optimize AI models, focusing on transformers, for deployment on constrained edge hardware.
* Implement and utilize techniques such as quantization, pruning, and hardware-specific optimizations to improve performance.
* Contribute to hardware benchmarking efforts to evaluate model performance and resource usage.
* Collaborate with hardware and software teams to ensure seamless integration of AI solutions into Analog Devices' platforms.
* Participate in the development and implementation of scalable, reusable AI building blocks for edge applications.
* Stay informed about advancements in AI optimization techniques, edge computing, and hardware-specific AI tools.
Qualifications:
* 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.
Preferred Skills:
* Experience in creating custom AI architectures for edge devices.
* Knowledge of Analog Devices hardware platforms or similar embedded systems.
* Strong problem-solving and debugging skills for AI applications on resource-constrained devices.
* Ability to work collaboratively in multidisciplinary teams.
For positions requiring access to technical data, Analog Devices, Inc. may have to obtain 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. As such, applicants for this position – except US Citizens, US Permanent Residents, and protected individuals as defined by 8 U.S.C. 1324b(a)(3) – may have to go through an export licensing review process.
Analog Devices is an equal opportunity employer. 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, or any other legally protected group.
Job Req Type: ExperiencedRequired Travel: Yes, 10% of the timeShift Type: 1st Shift/Days
About Us
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 and on LinkedIn and Twitter (X) .
Come join ADI – a place where Innovation meets Impact. For more than 55 years, Analog Devices has been inventing new breakthrough technologies that transform lives. 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.
ADI fosters a culture that focuses on employees through beneficial programs, aligned goals, continuous learning opportunities, and practices that create a more sustainable future.
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