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Staff Robotics Ai/Ml Engineer-1
1 month ago
Staff Robotics AI/ML Engineer
Location: Ireland, Limerick
Time Type: Full time
Posted On: 30+ Days Ago
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.
Our mission is to build the Intelligent Edge, where AI transforms how we solve challenging problems by combining deep application knowledge, close customer relationships, extraordinary data, advanced circuits, and breakthrough algorithms.
We're looking for engineers who bring expertise across the AI and Robotics space, including perception, sensor fusion, SLAM, trajectory generation, foundational AI models, LLMs, Edge AI, and cutting-edge AI research; our list of breakthrough products and technologies is growing at a rapid pace.
Central AI is critical to ADI's future and presents opportunities to select from a variety of project areas as you and our AI-driven business grow.
Responsibilities: Define, train, and deploy AI/ML models to solve complex robotics-specific problems such as perception, SLAM, trajectory generation, grasping & manipulation, etc.Act as a technical lead for cross-functional teams driving AI R&D and putting models into production, enabling delivery of AI solutions to meet ADI's strategic goals.Perform data engineering and exploratory data analysis to extract meaningful insights; analyze and select features to optimize model performance.Explore and select appropriate tools and models for each problem, including using deep learning, LLMs, Transformers, NLP, and ML models.Architect and implement solutions adhering to modern software design principles, ensuring best practices in AI architecture, CI/CD, and MLOps.Effectively communicate complex technical findings and developments to a diverse audience, including non-technical stakeholders.Conduct research to stay ahead of the latest developments in AI, communicate learnings to the team, and evaluate/recommend new technologies for the platform.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.
Demonstrated deep expertise in at least one specific AI domain.Hands-on experience of working in the robotics domain, with fixed-arm robots, autonomous mobile robots, etc.Experience with physics-based robotic models and use of AI to prototype solutions in simulation before deploying to the real world.Significant experience leading end-to-end AI/data science efforts, from AI use-case analytics, to selecting appropriate models and technologies, to building and deploying working solutions.Expertise with relevant languages and technologies such as Python, C++, Pytorch, and Tensorflow.
Experience with Azure or AWS.Extensive experience with deep learning frameworks such as PyTorch, TensorFlow, Keras, etc.Demonstrated experience in managing datasets, extracting features, and visualizing results.Experience with data orchestration tools and modern DevOps/MLOps processes (e.g., containerization, Docker, Kubernetes).Competency in any of the following is also beneficial: electronics and signal processing, control theory, image processing, industrial automation.A confident peer influencer with strong communication skills who quickly establishes credibility and is capable of leading cross-functional technical 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.
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