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Waymo
Waymo

Leading company in the technology industry

Machine Learning Engineer, Simulation Realism

职能机器学习
级别中级
地点Mountain View, Canada, United States
方式现场办公
类型全职
发布2个月前

薪酬

$238,000 - $302,000

立即申请

福利待遇

股权

401k

必备技能

Deep Learning

Machine Learning

Data Analysis

Data Science

Waymo is an autonomous driving technology company with the mission to be the world's most trusted driver. Since its start as the Google Self-Driving Car Project in 2009, Waymo has focused on building the Waymo Driver—The World's Most Experienced Driver™—to improve access to mobility while saving thousands of lives now lost to traffic crashes. The Waymo Driver powers Waymo’s fully autonomous ride-hail service and can also be applied to a range of vehicle platforms and product use cases. The Waymo Driver has provided over ten million rider-only trips, enabled by its experience autonomously driving over 100 million miles on public roads and tens of billions in simulation across 15+ U.S. states.

The Simulator Team at Waymo builds state-of-the-art simulations of realistic environments for testing and training the Waymo Driver. Our team is a diverse,, and collaborative group of software engineers, machine learning (ML) engineers, and data scientists. We develop industry-leading simulation solutions using advanced ML algorithms that measure and enhance the performance of the Waymo Driver. By applying machine learning, we model the real world, including realistic agents (vehicles, pedestrians, cyclists, motorcyclists), roads, traffic control systems, and weather conditions.

To increase the fidelity and steerability of our simulations, we employ the latest ML technologies such as large foundation models trained on our datasets and diffusion technology. We also invest in capable infrastructure that allows us to quickly set up and roll out multiple scenarios to rigorously test our autonomous driving systems.

In this hybrid role, you will report to a Senior Engineering Manager

You will:

  • Be part of a world-class applied ML team dedicated to advancing ultra-realistic autonomous vehicle (AV) simulations by leveraging Generative AI technologies.

  • Apply deep domain expertise in ML, especially GenAI, to push the boundaries of simulation realism and autonomous driving capabilities.

  • Independently manage the entire lifecycle of product innovations, from prototyping to productization, scaling simulations and data processing systems.

  • Work within a collaborative applied ML engineering team that transforms research ideas into production-ready solutions.

You have:

  • 7+ years experience in applied Deep Learning

  • 7+ years coding and design skills

  • 7+ years of experience solving complex production problems using state-of-the-art ML techniques

  • 7+ years of experience taking research to production

  • Expertise in Data Analysis or Data Science

We prefer:

  • PhD degree in Computer Science or a similar discipline

  • Direct experience in Generative AI, including multi-modal foundation models and Diffusion models.

The expected base salary range for this full-time position across US locations is listed below. Actual starting pay will be based on job-related factors, including exact work location, experience, relevant training and education, and skill level. Your recruiter can share more about the specific salary range for the role location or, if the role can be performed remote, the specific salary range for your preferred location, during the hiring process.

Waymo employees are also eligible to participate in Waymo’s discretionary annual bonus program, equity incentive plan, and generous Company benefits program, subject to eligibility requirements.

Salary Range**$238,000—$302,000 USD**

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关于Waymo

Waymo

Waymo

Series C

Waymo LLC is an American autonomous driving technology company headquartered in Mountain View, California. It is a subsidiary of Alphabet Inc., Google's parent company.

1,001-5,000

员工数

Mountain View

总部位置

$200B

企业估值

评价

10条评价

4.2

10条评价

工作生活平衡

2.8

薪酬

4.1

企业文化

4.3

职业发展

3.7

管理层

3.8

78%

推荐率

优点

Supportive and collaborative team environment

Competitive salary and excellent benefits

Innovative projects and cutting-edge technology

缺点

Fast-paced environment causing stress

Work-life balance challenges

High pressure and overwhelming workload

薪资范围

311个数据点

Mid/L4

Mid/L4 · Data Scientist

38份报告

$280,748

年薪总额

基本工资

$183,551

股票

$74,549

奖金

$22,649

$187,768

$434,285

面试评价

5条评价

难度

3.6

/ 5

时长

14-28周

录用率

60%

体验

正面 40%

中性 60%

负面 0%

面试流程

1

Application Review

2

Recruiter Screen

3

Technical Phone Screen

4

Coding Round

5

Onsite/Virtual Interviews

6

Final Round

常见问题

Coding/Algorithm

Machine Learning

System Design

Behavioral/STAR

Technical Knowledge