Machine Learning Research Scientist
8 hours ago
In this position, 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 Multimodal Large Language Modeling to the AV domain.
You will use your applied research skills to think through the creation and deployment of LLMs on autonomous vehicles while working with talented researchers in the LLM field.
This role requires working with and developing generative LLMs 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.
About the Work
- 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
About You
- You have deep expertise and prior experience in some or many 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, Large Language Modeling, Multimodal LLMs, Human Preference Feedback/Reward Modeling, Knowledge Distillation, Robotics
- You have strong problem-solving and programming skills in Python and C++ and utilize coding best practices as a part of your work
- 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
- Strong culture fit and good team player
What We Offer
- Competitive salary range: $167,200 - $250,800
- Annual performance bonus
- Equity
- Competitive benefits package
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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