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Analog Devices, Inc. is seeking an experienced AI/ML engineer to design, develop, and maintain scalable AI/ML systems for tactile sensing and robot learning.
You will lead end-to-end pipelines, including data preprocessing, training, and deployment across GPU-enabled and embedded runtimes. You will collaborate with product managers, UX designers, and software engineers to gather requirements, review architectures, and drive best practices in AI/ML development, mentoring junior engineers along
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, AI, and software technologies into solutions that combat climate change, reliably connect humans and the world, and help drive advancements in automation and robotics, mobility, healthcare, energy and data centers. With revenue of more than $11 billion in FY25, ADI ensures today's innovators stay Ahead of What's Possible. Learn more at www.analog.com and on LinkedIn and X.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, AI, and software technologies into solutions that combat climate change, reliably connect humans and the world, and help drive advancements in automation and robotics, mobility, healthcare, energy and data centers. With revenue of more than $11 billion in FY25, ADI ensures today's innovators stay Ahead of What's Possible. Learn more at www.analog.com and on LinkedIn and X.Duties
Design, develop and maintain scalable and efficient Artificial Intelligence/Machine Learning (\"AI/ML\") systems that solve complex problems. Collaborate with cross-functional teams, including product managers, UX designers, and software engineers to gather requirements and design appropriate solutions. Lead the development of end-to-end AI/ML pipelines, including data preprocessing, model training, prompt engineering, and performance evaluation. Participate in code reviews, architecture discussions, and technical planning. Optimize AI/ML model performance and ensure robustness, fairness, and explainability. Monitor AI/ML system performance, troubleshoot issues, and provide timely resolutions. Implement data security and privacy measures to protect sensitive information. Continuously evaluate and recommend improvements to our data infrastructure, tools, and processes. Stay up to date with emerging trends and technologies in the fields of AI and ML. Mentor junior engineers and contribute to best practices in AI/ML development. In this role, these duties are performed in support of the team's AI/ML systems for tactile sensing and robot learning: developing end-to-end AI/ML pipelines over large multimodal datasets, including video, tactile, and time-series sensor data; training, evaluating, and optimizing models, including distributed multi-node training with checkpointing and fault recovery; optimizing and deploying trained models to their target compute environments, including GPU-accelerated and embedded runtimes; monitoring deployed model and system performance and resolving issues; and mentoring engineers on AI/ML development practices.Engineering foundations