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求人Waymo

Machine Learning Engineer, Prediction & Planning

Waymo

Machine Learning Engineer, Prediction & Planning

Waymo

Mountain View, CA, USA; San Francisco, CA, USA; New York City, NY, USA

·

On-site

·

Full-time

·

1mo ago

報酬

$204,000 - $259,000

福利厚生

Healthcare

401(k)

Equity

Parental Leave

必須スキル

Machine Learning

Deep Learning

Python

C++

TensorFlow

JAX

PyTorch

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 Predictive Planning team (Pre Plan) develops and deploys state-of-the-art machine learning solutions that predict the future state of the world and plan the Waymo Driver’s behavior. Our mission is to transform Waymo's unprecedented scale of driving data into robust, generalizable, and performant deep neural networks. These models enable the autonomous vehicle to navigate complex environments safely and efficiently.

In this hybrid role, you will report to a manager on our Pre Plan team. Team matching happens after you've completed your onsite interviews.

You will:

  • Develop the next-generation ML-powered prediction and planning system to enhance the performance and capabilities of the ML driver and support the rapid scaling of Waymo’s business.

  • Frame open-ended, real-world challenges as well-defined ML problems; research, develop, and apply cutting-edge ML techniques, including foundation models and reinforcement learning, for the planning and prediction tasks of autonomous vehicles.

  • Collaborate with world-class researchers, engineers and product owners to create safe, smooth planning behaviors for all road users and to meet product requirements.

  • Develop and evaluate large models, and integrate them into Waymo’s production planning software for real-world applications through close partnership with the Planner and Research teams.

You have:

  • BS in Computer Science, ML, Robotics, similar technical field of study, or equivalent practical experience

  • Added Demonstrated contributions to the ML community through publications, open-source projects, or significant industry impact

  • Hands-on experience with modern deep learning libraries (eg: Tensor Flow, JAX, Pytorch)

  • Proficient programming skills (eg: Python, C/C++)

  • Strong analytical and debugging skills

  • 5+ years of experience in Machine Learning modeling and/or Autonomous Vehicles

We prefer:

  • MS or PhD in Computer Science, Machine Learning, Robotics, or a related field.

  • Publications in top-tier conferences such as ICML, NeurIPS, CVPR, ICCV, ECCV, ICLR, IROS, CoRL, ACL, or EMNLP.

  • Prior software development or ML research industry experience (including internships).

  • General software engineering experience solving motion planning or related robotics problems.

  • Experience applying or evaluating ML-based systems in production environments.

  • Experience with performance optimization of deep models, including with respect to specific hardware architectures

Our benefits are held Alphabet-Wide, inclusive of incredible maternity leave, health care, and retirement planning.

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**$204,000—$259,000 USD**

総閲覧数

1

応募クリック数

0

模擬応募者数

0

スクラップ

0

Waymoについて

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

従業員数

Mountain View

本社所在地

$200B

企業価値

レビュー

4.2

10件のレビュー

ワークライフバランス

2.8

報酬

4.1

企業文化

4.3

キャリア

3.5

経営陣

3.8

78%

友人に勧める

良い点

Supportive and collaborative team environment

Innovative and cutting-edge technology projects

Competitive salary and excellent benefits

改善点

Fast-paced environment can be stressful

Work-life balance challenges

High pressure and overwhelming workload

給与レンジ

310件のデータ

Mid/L4

Mid/L4 · Data Scientist

38件のレポート

$280,748

年収総額

基本給

$183,551

ストック

$74,549

ボーナス

$22,649

$187,768

$434,285

面接体験

5件の面接

難易度

3.6

/ 5

期間

14-28週間

内定率

60%

体験

ポジティブ 40%

普通 60%

ネガティブ 0%

面接プロセス

1

Application Review

2

Recruiter Screen

3

Technical Phone Screen

4

Coding Round

5

Onsite/Virtual Interviews

6

Final Round

よくある質問

Coding/Algorithm

Machine Learning

System Design

Behavioral/STAR

Technical Knowledge