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Staff Robotics AI/ML Engineer-1
1 month ago
Job Title: Staff Robotics AI/ML Engineer
Location: Ireland, Limerick
Time Type: Full time
Analog Devices is a global semiconductor leader that bridges the physical and digital worlds to enable breakthroughs at the Intelligent Edge.
We develop next-generation AI technology that transforms our understanding of the physical world. 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.
Key Responsibilities:
- AI/ML Model Development: Define, train, and deploy AI/ML models to solve complex robotics-specific problems such as perception, SLAM, trajectory generation, grasping & manipulation, etc.
- Technical Leadership: 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.
- Data Engineering: Perform data engineering and exploratory data analysis to extract meaningful insights; analyze and select features to optimize model performance.
- Tool Selection: Explore and select appropriate tools and models for each problem, including using deep learning, LLMs, Transformers, NLP, and ML models.
- Solution Architecture: Architect and implement solutions adhering to modern software design principles, ensuring best practices in AI architecture, CI/CD, and MLOps.
- Communication: Effectively communicate complex technical findings and developments to a diverse audience, including non-technical stakeholders.
- Research and Development: 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:
- Experience: 6+ years of experience in software engineering or data science, including 4+ years developing AI/ML solutions.
- Degree: Degree in Computer Science, Electrical Engineering, Mathematics, or a related field. M.S. or Ph.D. preferred.
- AI Expertise: Broad understanding of and experience with ML, deep learning, LLMs, and modern AI trends. Demonstrated deep expertise in at least one specific AI domain.
- Robotics Experience: Hands-on experience of working in the robotics domain, with fixed-arm robots, autonomous mobile robots, etc.
- Leadership Experience: 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.
- Technical Skills: Expertise with relevant languages and technologies such as Python, C++, Pytorch, and Tensorflow. Experience with Azure or AWS.
- Additional Qualifications: Competency in any of the following is also beneficial: electronics and signal processing, control theory, image processing, industrial automation.
- Personal Qualities: A confident peer influencer with strong communication skills who quickly establishes credibility and is capable of leading cross-functional technical teams.
