Applied Research PhD New Grad, Machine Learning Research
Mountain View, California (HQ)
Nuro, Inc.
Less driving. More thriving. Nuro autonomous, zero-occupant vehicles are making more possible—today.Who We Are
Nuro is a robotics start-up whose mission is to accelerate the benefits of robotics for everyday life. We have an elite team of entrepreneurs and engineers, designers, and scientists. We believe AI and robotics are at the cusp of transforming daily life and we are dedicated to building meaningful products with this technology. Join us and play a critical role in our mission.
About the Role
The mandate of the research team is to use advanced machine learning techniques to accelerate software progress. In this role, you will work closely with the software vertical teams to understand their pain points, and explore novel and advanced machine learning methods to solve practical real world challenging problems. To name a few, using self supervised learning to learn robust representations, exploring techniques for out of distribution detection to solve long tail problems, applying reinforcement learning for decision making in planning, working on trajectory prediction, or trying to build an end-to-end driving system. If you love solving challenging new problems with a mindset of deriving practical solutions to eventually be used on the vehicle, come join us!
About the Work
- Research new machine learning problems and models
- Work on goal-based, conditional and joint trajectory prediction
- Collaborate with autonomy teams to understand their pain points and priorities
- Derive practical solutions and deploy them on the NuroBot
About You
You have deep expertise and prior experience in some or many of the following areas:
- You are graduating from PhD program in December 2022 - June 2023, focusing in one or more of the following areas: Computer Science, Machine Learning, Artificial Intelligence, Mathematics, or a closely related field
- You have subject matter expertise and research in one or more of the following areas: Machine Learning, Deep Learning, Reinforcement Learning
- You have strong problem solving and programming skills in C++ or Python
- Demonstrated research publications in any of the major conferences (RSS, ICRA, CoRL, CVPR, ICLR, ICML, NeurIPS, ICCV, AAAI, etc.)
At Nuro, we celebrate differences and are committed to a diverse workplace that fosters inclusion and psychological safety for all employees. Nuro is proud to be an equal opportunity employer and expressly prohibits any form of workplace discrimination based on race, color, religion, gender, sexual orientation, gender identity or expression, national origin, age, genetic information, disability, veteran status, or any other legally protected characteristics.
You must be fully vaccinated against COVID-19 by your hire date to be eligible to start the role. Proof of vaccination will be required by your start date. Nuro will consider and review accommodation requests based on medical, religious, or other grounds as required by applicable law for qualified candidates.
Tags: Computer Science Deep Learning ICLR ICML Machine Learning Mathematics NeurIPS PhD Python Research Robotics
Perks/benefits: Career development Conferences
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