What are the responsibilities and job description for the Senior/Staff Machine Learning Research Scientist, LLM position at Nuro Inc.?
Job Details
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
About You
You have deep expertise and prior experience in some or many of the following areas:
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.
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.
Employers have access to artificial intelligence language tools (“AI”) that help generate and enhance job descriptions and AI may have been used to create this description. The position description has been reviewed for accuracy and Dice believes it to correctly reflect the job opportunity.
Salary : $167,200 - $303,050
