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求人Waymo

ML Engineer, Foundation Model Infrastructure

Waymo

ML Engineer, Foundation Model Infrastructure

Waymo

Mountain View, CA, USA; Remote US

·

Remote

·

Full-time

·

1mo ago

報酬

$204,000 - $259,000

福利厚生

Equity

401(k)

必須スキル

Python

C++

Machine Learning

Data Pipelines

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 you will report to a Senior Research Scientist.

You will:

  • Build and operate the petabyte-scale data systems and ML pipelines at the heart of Waymo's foundation model development

  • Shepherd cutting-edge foundation models from research prototypes to robust components within the Waymo Driver

  • Create the automated infrastructure for rigorously benchmarking, continuously monitoring, and safely releasing models

  • Wield large-scale compute and frameworks like Flume and JAX to process massive datasets and train/deploy complex models

  • Drive significant leaps in the speed, reliability, and efficiency of the end-to-end ML development lifecycle

  • Partner with AI Foundations, ML, and Platform experts to transform model innovations into tangible on-road improvements

You have:

  • Masters degree in Computer Science, Machine Learning, Robotics, similar technical field of study, or equivalent practical experience

  • Proficiency in Python

  • Proficiency in C++

  • Familiarity with one of the modern deep learning frameworks (e.g. Pytorch, JAX, Tensorflow)

  • Experience building or maintaining large-scale data pipelines or ML infrastructure (e.g., Flume, Spark, Borg, Kubeflow)

We prefer:

  • Strong hands-on SWE skills, able to drive development of large, complex shared codebases

  • Experience in AV planning and related research

  • Experience designing and building distributed systems or MLOps platforms (e.g., model versioning, experiment tracking, CI/CD for ML)

  • Prior work in an industrial or research setting developing methodologies for the evaluation of ML models

((Remote jobs only

  • Please note that Waymo may not be able to employ remotely in all locations. Please speak with your recruiter about your preferred location for remote work when you begin the interview process.))

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**

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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