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求人Waymo

Principal Software Engineer, Perception Pretraining

Waymo

Principal Software Engineer, Perception Pretraining

Waymo

Mountain View, CA, USA; San Francisco, CA, USA

·

On-site

·

Full-time

·

1mo ago

報酬

$332,000 - $421,000

福利厚生

Equity

401(k)

必須スキル

C++

Python

Machine Learning

Computer Vision

PyTorch

JAX

Technical Leadership

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 Perception team at Waymo builds technology that powers the Waymo Driver. Our models allow the Waymo Driver to perceive the world around it, make the right decision for every situation, and deliver people safely to their destinations. We conduct research to address real-world problems and collaborate with research teams at Alphabet. We have access to millions of miles of driving data from a diverse set of sensors, allowing ML practitioners like you to develop multi-modal models and techniques at scale.

You will report to our Director of Engineering in our Perception Organization.

You will:

  • Develop sensor-fusion foundation models for the Waymo Driver which can run on the car and provide a temporal-spatial understanding of the surrounding environment

  • Solve large-scale, multi-stage training of sensor fusion foundation models with millions of miles of driving data under limited labeling budget partnering with Waymo infrastructure teams

  • Develop solutions for frequently updating the models and minimizing time-to-impact from observing to addressing an issue

  • Optimize end-to-end latency from model training/update to model deployment

  • Drive and accelerate collaborations between Perception teams, between Perception and AI Foundation teams, and partner with the teams working on Planning, Simulation and seek collaboration with Alphabet's research teams

You have:

  • Master's degree or PhD in Computer Science, Engineering, or a related technical field

  • 10+ years of experience in ML model development, and you have 4+ years experience with large-scale vision, video, or multi-modal foundation model development and their integration in end-to-end models

  • 6+ years of experience in ML-driven production systems that develops models with large-scale data, training, evaluation, and deployment

  • 6+ years of experience in a technical leadership role leading technical teams and setting technical directions in large ML Engineering organizations

  • 3+ years of experience with computer vision models, or LLMs, or vision language models

  • Proficiency in C++, Python, and modern deep learning toolkits like Py Torch or JAX

  • Passion to lead engineering excellence and efficient model development through flywheel automation, while having direct technical experience in model quality development to achieve our goals

We prefer:

  • Experience in multi-modal LLM pretraining and fine-tuning, and their infrastructure

  • Experience in model distillation techniques and compute optimization

  • Familiarity with end-to-end models and their development challenges

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**$332,000—$421,000 USD**

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応募クリック数

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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