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채용Waymo

Principal Software Engineer - Waymo Driver Post Training

Waymo

Principal Software Engineer - Waymo Driver Post Training

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 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.

In this hybrid role, you will report to our Senior Director of Engineering, Perception.

You will:

  • Work closely with Onboard model engineers on rapid prototyping and experiments, to verify model design and training recipes, before decision to productionize

  • Whenever needed, prototype the necessary infrastructure (data, eval) to enable model experimentation

  • Drive post-training technology roadmap (e.g., RL techniques) and training recipe roadmap

  • Drive and contribute to the production rollout of major model architecture and recipe evolutions, to solve a variety of behavior contexts

  • Build and facilitate strong collaborations between Onboard and research teams across Waymo and Alphabet

  • Work closely with Onboard and collaborators to build and continuously evolve the post-training recipe roadmap, with milestones towards strong capability goals and continuous production impact

You have:

  • Remaining technical and hands-on, either currently as an individual contributor, or leading a small team

  • Actively writes code, reviews code, and runs experiments

  • Hands-on experience in post-training techniques, e.g., RL and SFT

  • Experience in at least one of Robotics, VLA, VLM. Strong in both theoretical and practical understanding in model architectures and training techniques; built SOTA models; built / extremely familiar with the entire model development process

  • Production driven experience and mindset - problem driven, strong ownership on quality and timely delivery, rigor in evaluation

  • Organizational awareness, extremely collaborative, strong communication, focus on value add to the company and to the team

We prefer:

  • Experienced at model optimization, model-compute codesign

  • Experienced at driving cross-org efforts in transitioning large systems through major evolutions

  • Experienced at modern ML data, training, and inference systems for large models

  • Strong track record coaching and growing engineers and leaders

  • Domain experience in either robotics or AV

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

$349,000—$431,000 USD

총 조회수

1

총 지원 클릭 수

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모의 지원자 수

0

스크랩

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Waymo 소개

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

직원 수

Mountain View

본사 위치

$200B

기업 가치

리뷰

4.2

10개 리뷰

워라밸

2.8

보상

4.1

문화

4.3

커리어

3.7

경영진

3.8

78%

친구에게 추천

장점

Supportive and collaborative team environment

Competitive salary and excellent benefits

Innovative projects and cutting-edge technology

단점

Fast-paced environment causing stress

Work-life balance challenges

High pressure and overwhelming workload

연봉 정보

311개 데이터

Mid/L4

Mid/L4 · Data Scientist

38개 리포트

$280,748

총 연봉

기본급

$183,551

주식

$74,549

보너스

$22,649

$187,768

$434,285

면접 경험

5개 면접

난이도

3.6

/ 5

소요 기간

14-28주

합격률

60%

경험

긍정 40%

보통 60%

부정 0%

면접 과정

1

Application Review

2

Recruiter Screen

3

Technical Phone Screen

4

Coding Round

5

Onsite/Virtual Interviews

6

Final Round

자주 나오는 질문

Coding/Algorithm

Machine Learning

System Design

Behavioral/STAR

Technical Knowledge