热门公司

招聘

职位Nuro

Senior ML Research Scientist, End-to-End Autonomous Driving

Nuro

Senior ML Research Scientist, End-to-End Autonomous Driving

Nuro

Mountain View, California (HQ)

·

On-site

·

Full-time

·

1mo ago

薪酬

$183,825 - $275,975

福利待遇

Equity

401(k)

必备技能

Machine Learning

Python

Problem-Solving

Research

Who We Are

Nuro is a self-driving technology company on a mission to make autonomy accessible to all. Founded in 2016, Nuro is building the world’s most scalable driver, combining cutting-edge AI with automotive-grade hardware. Nuro licenses its core technology, the Nuro Driver™, to support a wide range of applications, from robotaxis and commercial fleets to personally owned vehicles. With technology proven over years of self-driving deployments, Nuro gives the automakers and mobility platforms a clear path to AVs at commercial scale—empowering a safer, richer, and more connected future.

About the Role

In this role, you will be a member of the Perception & Behavior team, leveraging the cutting edge of machine learning research to solve challenging real-world robotics problems. This role is focused on bringing advancements in the field of ML and large-scale learning to the AV domain, moving towards a more end-to-end autonomous driving system.

This role requires working with and developing large models for perception and behavior, keeping up-to-date and experimenting with state-of-the-art architectures quickly and efficiently, collaborating with other teams to determine data and infrastructure support needs, and working to improve model optimization and inference speeds. You will use your applied research skills to think through the creation and deployment of these ML models on our autonomous vehicles while working alongside talented researchers in the field. If you love solving fundamental AI challenges and deploying your solutions on robots used in the real world, come join us!

About the Work

  • Work on and advance the state-of-the-art in end-to-end ML models for AV, from processing raw sensor data (camera, LiDAR, radar) to generating behaviors.

  • Experiment quickly and fail fast while leveraging massive real-world driving datasets and large-scale compute infrastructure.

  • Research and apply novel solutions to some of the most challenging problems in AVs, including long-tail event handling, safe, verifiable reasoning and comfort in AV.

  • Collaborate with autonomy teams to understand top autonomy challenges and design roadmaps for solving them with holistic, learned solutions.

  • Work with infrastructure, data and evaluation teams to build effective and efficient data, training, evaluation, and validation pipelines.

  • Develop practical, performant solutions and deploy them to the Nuro Driver on-road!

About You

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

  • You have an M.S. or Ph.D. (preferred) in addition to 3+ years of experience focusing on one or more of the following: Computer Science, Artificial Intelligence, Robotics, or a closely related field.

  • You have subject matter expertise and research experience in one or more of the following areas: Machine Learning (required), End-to-End Autonomous Driving Models, Imitation Learning, Reinforcement Learning, or World Models.

  • You have strong problem-solving and programming skills in Python (required) and C++ (preferred) and utilize coding best practices as a part of your work.

  • You are an independent researcher able to push multi-faceted projects forwards, collaborate across organizations, and deliver results in a timely manner.

  • You have demonstrated research publications at major conferences (e.g., CVPR, ICCV, ECCV, NeurIPS, ICML, ICLR, CoRL, RSS, ICRA).

  • You are a strong culture fit, a great team player, and thrive in a fast-paced research and development environment.

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.

At Nuro, your base pay is one part of your total compensation package. For this position, the reasonably expected pay range is between $183,825.00 and $275,975.00/year 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.

总浏览量

0

申请点击数

0

模拟申请者数

0

收藏

0

关于Nuro

Nuro

Nuro

Series B

Focused on licensing its proprietary Level 4 driving system, Nuro Driver, to automakers and mobility providers.

51-200

员工数

Mountain View

总部位置

$8.6B

企业估值

评价

3.8

10条评价

工作生活平衡

3.2

薪酬

4.0

企业文化

4.1

职业发展

3.5

管理层

3.4

65%

推荐给朋友

优点

Good team environment and colleagues

Flexible work arrangements

Competitive compensation and benefits

缺点

Work-life balance challenges and long hours

Management and communication issues

Limited career advancement opportunities

薪资范围

68个数据点

Mid/L4

Senior/L5

Mid/L4 · DATA SCIENTIST

1份报告

$234,000

年薪总额

基本工资

$180,880

股票

-

奖金

-

$234,000

$234,000

面试经验

4次面试

难度

3.3

/ 5

时长

14-28周

面试流程

1

Application Review

2

Recruiter Screen

3

Technical Phone Screen

4

Onsite/Virtual Interviews

5

Team Matching

6

Offer

常见问题

Coding/Algorithm

System Design

Behavioral/STAR

Technical Knowledge

Past Experience