Staff Robotics AI/ML Engineer-2 Location: Ireland, Limerick
About Analog Devices, Inc. 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.
ADI's Central AI team develops next-generation AI technology that transforms our understanding of the physical world. We develop solutions at multiple tech stack layers, from AI-enabled software applications to deeply embedded AI algorithms.
Responsibilities Define, train, and deploy AI/ML models to solve complex robotics-specific problems such as perception, SLAM, trajectory generation, grasping & manipulation. Act as a technical lead for cross-functional teams driving AI R&D and putting models into production. Perform data engineering and exploratory data analysis to extract meaningful insights. Explore and select appropriate tools and models for each problem, including deep learning, LLMs, Transformers, NLP, and ML models. Architect and implement solutions adhering to modern software design principles. Effectively communicate complex technical findings to a diverse audience. Conduct research to stay ahead of the latest developments in AI. Qualifications 6+ years of experience in software engineering or data science, including 4+ years developing AI/ML solutions. Degree in Computer Science, Electrical Engineering, Mathematics, or a related field. M.S. or Ph.D. preferred. Broad understanding of and experience with ML, deep learning, LLMs, and modern AI trends. Hands-on experience in the robotics domain. Experience with physics-based robotic models and use of AI to prototype solutions. Significant experience leading end-to-end AI/data science efforts. Expertise with relevant languages and technologies such as Python, C++, Pytorch, and Tensorflow. Must have extensive experience with deep learning frameworks. Demonstrated experience in managing datasets and visualizing results. Experience with data orchestration tools and modern DevOps/MLOps processes. Competency in electronics and signal processing, control theory, image processing, industrial automation is beneficial. A confident peer influencer with strong communication skills. For positions requiring access to technical data, Analog Devices, Inc. may have to obtain export licensing approval... Analog Devices is an equal opportunity employer...
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