Analog Devices
Semiconductor
SeniorRobotLearningEngineer
Neural analysis suggests this role is
optimal for Senior candidates.
“Senior Robot Learning Engineer at Analog Devices. Skills: Robot Learning, Machine Learning, Robotics, Deep Learning. Develop advanced learning algorithms. Create sandbox simulations”
What You'll Achieve.
bridging simulation and real-world robotic performance
Industry & Context.
algorithm performance; robustness
10% of the time travel
What They're Looking For.
Must Have
Master’s degree or equivalent experience, 3+ years of research experience in robot learning, background in machine learning and robotics, Reinforcement Learning and Imitation Learning for manipulation, Planning and control algorithms, Optimization techniques, Training deep learning models with PyTorch, familiarity with large multi-modal datasets and models, A track record of relevant publications in top international conferences
Nice to Have
Ph. D., foundation models, large language models, robotics toolkits, robotic systems and mechanical design
What You'll Do.
Develop advanced learning algorithms
Create sandbox simulations
Deploy implementations
Evaluate algorithm performance
Contribute to data requirements
Setup data collection
Stay abreast of developments
Full Job Description
**About Analog Devices** Analog Devices, Inc. (NASDAQ: _[ADI](http://finance.yahoo.com/q?s=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. With revenue of more than $9 billion in FY24 and approximately 24,000 people globally, ADI ensures today's innovators stay Ahead of What's Possible™. Learn more at _[www.analog.com](https://www.analog.com/)_ and on _[LinkedIn](https://www.linkedin.com/company/analog-devices/posts/?feedView=all)_ and _[Twitter (X)](https://x.com/adi_news)_. **Senior Robot Learning Engineer** The Dexterous AI Group (DAG) is looking for Robot Learning Engineers to develop core AI technologies for Analog Devices’ future AI robotics with generality and dexterity, beyond the reach of traditional algorithms and system innovations, with a strong emphasis on bridging simulation and real-world robotic performance. **Responsibilities include:** * Contribute the development of advanced learning algorithms for general and dexterous robot using the state-of-the-art techniques. * Create sandbox simulations, deployable implementations, and evaluation frameworks for algorithm performance and robustness. * Contribute to data requirements, data collection setup and procedure, and data curation. * Stay abreast of the latest developments in machine learning and robotics from reputable groups. **Qualifications:** * Master’s degree or equivalent experience, Ph.D. is preferred. * 3+ years of research experience in robot learning. * Strong background in machine learning and robotics, and experience in: * Reinforcement Learning and Imitation Learning for manipulation. * Planning and control algorithms (e.g., A*, MPC). * Optimization techniques (e.g., linear/nonlinear
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