Analog DevicesAnalog Devices is a global leader in the design and manufacturing of analog, mixed signal, and DSP integrated circuits to help solve the toughest engineering challenges.Location: Ireland
Responsibilities As a Senior Robotics AI/ML Engineer, you will be responsible for defining, training, and deploying AI/ML models to solve complex robotics-specific problems such as perception, SLAM, trajectory generation, grasping & manipulation, etc.Perform data engineering and exploratory data analysis to extract meaningful insights; analyze and select features to optimize model performance.Assist in the creation and labeling of custom datasets designed to solve unique robotic AI challenges.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 3+ years of experience in 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.Expertise with relevant languages and technologies such as Python, C++, Azure or AWS.Must have experience with deep learning frameworks such as PyTorch, TensorFlow, Keras, etc.Demonstrated experience in managing datasets, extracting features, and visualizing results.Competency in any of the following is also beneficial: electronics and signal processing, control theory, image processing, industrial automation.Strong communication skills.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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