Senior/Staff Machine Learning Research Scientist, LLM

Nuro, Inc.; Mountain View (CA); On-site; USD 167,000 - 304,000; Full time

Job summary

An innovative company is seeking a talented researcher to advance autonomous vehicle technology through cutting-edge machine learning. This role involves developing generative models and large language models to enhance AV reasoning and planning. You will collaborate with various teams to tackle real-world robotics challenges, ensuring practical solutions are deployed effectively. Join a dynamic environment where your expertise can drive significant advancements in the field and contribute to transforming everyday life through robotics. If you are passionate about solving complex problems and making a tangible impact, this opportunity is perfect for you.

Benefits

Annual performance bonus

Equity options

Competitive benefits package

Qualifications

• 3+ years of experience in Machine Learning and related fields.
• Strong programming skills in Python and experience with C++.

Responsibilities

• Work on generative foundational and large language models for AV reasoning.
• Collaborate with teams to design solutions for autonomy challenges.

Skills

Machine Learning

Large Language Modeling

Python

C++

Problem Solving

Education

M.Sc. in Computer Science or related field

Ph.D. in Computer Science or related field

Tools

Generative Models

Robotics

Job description

Who We Are

Nuro exists to better everyday life through robotics. Founded in 2016, Nuro has spent eight years developing autonomous driving (AD) technology and commercializing AD applications. The Nuro Driver is our world-class autonomous driving system that combines AD hardware with our generalized AI-first self-driving software. Built to learn and improve through data, the Nuro Driver is one of the few driverless autonomous technologies on public roads today.

Nuro has raised over $2B in capital from Fidelity, Bailie Gifford, T. Rowe Price, Google, and other leading investors. We’ve partnered with some of the world’s most respected brands including Uber, FedEx, Domino’s, Walmart, Kroger, and 7-Eleven

About the Role

In this role, you will be working as a member of the Behavior team and leveraging the cutting edge of machine learning research to solve challenging real-world robotics problems. This role will be focused on bringing advancements in the field of foundational model and Multimodal Large Language Modeling to the AV domain. This role requires working with and developing large generative models, in conjunction with a variety of input modalities, keeping up to date and experimenting with state-of-the-art models quickly and efficiently, collaborating with other teams to determine data and infrastructure support needs, and working with others to improve model optimization and inference speeds, You will use your applied research skills to think through the creation and deployment of these foundational models and LLMs on autonomous vehicles while working talented researchers in the field. If you love solving challenging new problems and deploying solutions on robots used in the real world (like a car that can talk to you!), come join us!

About the Work

• Work on generative foundational and 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!

About You

You have deep expertise and prior experience in some or many of the following areas:

• You have an M.Sc. or Ph.D. (preferable) in addition to 3+ years of experience focusing on one or more of the following areas: Computer Science, 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 (required), Large Language Modeling (required), Multimodal LLMs (e.g. visual, audio, lidar, radar), Human Preference Feedback/Reward Modeling, Knowledge Distillation, Robotics
• You have strong problem solving and programming skills in Python (required) and C++ (preferable) and utilize coding best practices as a part of your work
• Independent researcher able to push multi-faceted projects forwards, collaborate across organizations, and deliver results in a timely manner
• Demonstrated research publications at major conferences (RSS, ICRA, CoRL, CVPR, ICLR, ICML, NeurIPS, ICCV, AAAI, etc.)
• Strong culture fit and good team player

At Nuro, your base pay is one part of your total compensation package. For this position, the reasonably expected base pay range is between $167,200 and $303,050 for the level at which this job has been scoped. Your base pay will depend on several factors, including your experience, qualifications, education, location, and skills. In the event that you are considered for a different level, a higher or lower pay range would apply. This position is also eligible for an annual performance bonus, equity, and a competitive benefits package

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.