Artificial Intelligence Research Scientist
3 weeks ago
In this challenging and exciting role, you will be working as a member of the Behavior team at Nuro, leveraging cutting-edge machine learning research to solve complex real-world robotics problems. You will focus on bringing advancements in multimodal large language modeling to the autonomous vehicle domain.
You will work with and develop generative large language models in conjunction with various input modalities, staying up-to-date with state-of-the-art models and techniques. This requires collaboration with other teams to determine data and infrastructure support needs, as well as working with others to improve model optimization and inference speeds.
Your applied research skills will enable you to think through the creation and deployment of LLMs on autonomous vehicles, working alongside talented researchers in the LLM field.
This is an excellent opportunity to solve new and challenging problems while deploying solutions on robots used in real-world applications.
Key Responsibilities:
- Work on generative large language models for AV reasoning and planning
- Experiment quickly and fail fast while leveraging state-of-the-art models and techniques
- Research solutions to some of the most challenging problems in AVs and LLMs
- Collaborate with autonomy teams to understand top autonomy challenges and design roadmaps to solving these challenges using holistic solutions
- Work with autonomy and infrastructure teams to build effective and efficient data, training, evaluation, and labeling pipelines
- Develop practical solutions and deploy them to the NuroDriver on-road
We are looking for highly skilled individuals with deep expertise and prior experience in one or more of the following areas:
- M.Sc. or Ph.D. (preferable) in Computer Science, Artificial Intelligence, Mathematics, or a closely related field
- Subject matter expertise and research in Machine Learning, Large Language Modeling, Multimodal LLMs, Human Preference Feedback/Reward Modeling, Knowledge Distillation, Robotics
- Strong problem-solving and programming skills in Python (required) and C++ (preferable)
- Independent researcher able to push multi-faceted projects forward, collaborate across organizations, and deliver results in a timely manner
- Demonstrated research publications in major conferences (RSS, ICRA, CoRL, CVPR, ICLR, ICML, NeurIPS, ICCV, AAAI)
- Strong culture fit and good team player
Nuro offers a competitive salary range of $167,200 - $250,800, depending on your experience, qualifications, education, location, and skills. In addition to your base pay, you will also be eligible for an annual performance bonus and equity.
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.
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