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求人Waymo

Senior Research Scientist, Sensor Simulation

Waymo

Senior Research Scientist, Sensor Simulation

Waymo

Mountain View, CA, USA

·

On-site

·

Full-time

·

1w ago

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 mission of the Waymo AI Foundations team is to develop machine learning solutions addressing open problems in autonomous driving, towards the goal of safely operating Waymo vehicles in dozens of cities and under all driving conditions. As part of our work, we also initiate and foster collaborations with other research teams in Alphabet. AI Foundations areas that we are currently focusing on include reinforcement learning, learning from demonstration, generative modeling, Bayesian inference, hierarchical learning, and robust evaluation.

This role follows a hybrid work schedule and reports and reports to a Staff Research Scientist.

You will

  • Solve fundamental and applied research problems related to large-scale 3D dynamic scene reconstruction from real-world scenarios, scene synthesis using generative models, and combining reconstructive and generative methods to power AV simulations
  • Advance, adapt and scale state-of-the-art ML-based reconstruction methods, such as 3D Gaussian Splatting, to the problem of AV simulation
  • Prototype and iterate on various research ideas using Waymo's internal driving data
  • Scale and productionize simulation solutions in collaboration with engineering teams across Waymo
  • Present research findings to a wide audience within Waymo and Alphabet, with the possibility of publishing results to the research community

You have

  • Master’s or PhD degree in Computer Science, Artificial Intelligence, Machine Learning, Deep Learning, or in a similar discipline
  • 3+ years of experience in a related field
  • In-depth expertise with 3D Gaussian Splatting (3DGS) and/or other learning-based 3D reconstruction methods
  • Some experience with generative image/video/world models
  • Strong ML software engineering skills in Python with an ability to rapidly prototype solutions
  • Familiarity with major ML Frameworks (JAX, Tensorflow, Pytorch)

We prefer

  • Publications at top-tier conferences like CVPR/ICCV/ECCV/ICLR/ICML/NeurIPS/IROS/CoRL etc.
  • Hands-on experience productionizing and scaling ML solutions beyond the research stage
  • Fundamentals in 3D vision and/or computer graphics
  • Domain experience in the autonomous vehicle or simulation space

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

$213,000—$263,000 USD

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0

応募クリック数

0

模擬応募者数

0

スクラップ

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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