Technical Lead, Behavior Machine Learning
California - HQ
Nuro, Inc.
Less driving. More thriving. Nuro autonomous, zero-occupant vehicles are making more possible—today.Who We Are
Nuro exists to better everyday life through robotics. 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
Our team is growing and we are looking for machine learning R&D experts to join us. We apply machine learning to solve the challenging behavior(prediction and planning) problems, e.g. predicting other road agents’ behaviors, understanding their intent, and planning our own self-driving vehicle in a safe and acceptable manner. In this role, you will help to lead the development of novel machine learning models, robust and scalable data pipelines, and deployment of these models on our self-driving vehicles. As a leader, you will help set the long term technical direction of behavior decision making at Nuro, and cultivate and mentor a passionate team of machine learning researchers.
About the Work
- Develop machine learning models and systems to make planning decisions that can reason about highly interactive and challenging scenarios.
- Set the technical direction of a small group of researchers and engineers focused on using machine learning to solve problems in learned planning for autonomous systems.
- Collaborate closely with engineers across behavior, perception, research, mapping and localization, infrastructure, etc., and work with other technical leads to find ways to push our autonomy performance forward.
- Guide a diversity of talent, providing technical mentorship to other members of the team.
About You
- 5+ years work experience in Machine Learning for Autonomous Vehicles with either a prediction or planning focus.
- 2+ years experience mentoring ICs and/or managing high performing teams
- Experience with all of the following ML areas, and expertise in at least one area: sequence modeling, transformers, graph neural networks, generative modeling, zero/one/few-shot learning,
- Adept programmer and can write high-quality code in both python and C++.
- Have an advanced degree (Ph.D. preferred) in Machine Learning, robotics, CS (or other related fields).
- You are passionate about self-driving technology and its potential impact on society.
- You are a quick learner, a hard worker, and a good team player.
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: Data pipelines Generative modeling Machine Learning ML models Pipelines Python R R&D Research Robotics Transformers
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