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求人Waymo

Senior Staff TLM, Perception, Sensor Pipelines

Waymo

Senior Staff TLM, Perception, Sensor Pipelines

Waymo

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

·

On-site

·

Full-time

·

1mo ago

報酬

$281,000 - $356,000

福利厚生

Equity

401(k)

必須スキル

Machine Learning

Team Management

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 builds the system which learns the spatial-temporal representation and their semantic meanings of the surrounding environment of the self-driving car, i.e., the system that “perceives” the world around the car. We work jointly with downstream teams on the optimization and integration into the Waymo Driver. We conduct our own 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, enabling engineers like you to (1) develop methods for efficiently and continuously learning from large scale real-world data, to (2) develop models and model training at scale, to (3) analyze real-world behavior and develop systems for handling the complexities of interacting with the real-world, and (4) optimize models for our onboard and offboard hardware.

Perception has many different vertical pipelines solving different real-world problems beyond just object detection and understanding, the Sensor Pipelines team works on a diverse portfolio of problems such as weather, road surface understanding, visibility, and detection of exceptional events around the car. These pipelines often have a strong aspect of sensing technology, but also stretch the entire Perception stack and interfacing with planning as well.

In this hybrid role you will report to a Director and manage and grow a team of engineers working on Perception ML pipelines.

You will:

  • Manage large teams of software engineers working on vertical pipelines that solve a portfolio of Perception product challenges using ML. Work on people development and hiring for a growing team, build resilient and high performing teams.

  • Drive the team to design excellent ML solutions in collaboration with TLs in the team, and foster an atmosphere of high achievement.

  • Represent the team in the larger Perception and Onboard group, including collaborating with other leads around on staffing and planning. Define team OKRs, develop believable plans to achieve the OKRs, and drive the roadmap execution.

  • Make project staffing decisions, technical decisions, drive escalations; ultimately accountable for delivering projects.

You have:

  • Bachelor’s in Computer Science or a similar discipline, or an equivalent amount of deep learning experience

  • Experience managing software engineers, and managers of software engineers.

  • Both general previous experience in ML, as well as hands-on experience managing and leading ML projects.

  • 8+ years of industry experience

We prefer:

  • MS or PhD in Computer Science or a similar discipline, or an equivalent amount of deep learning experience

  • Previous experience working on or with sensing hardware

  • Previous experience working in the self-driving or robotics space

  • Publications at top-tier conferences like CVPR, ICCV, ECCV, ICLR, ICML, ICRA, IROS, RSS, NeurIPS, AAAI, IJCV, PAMI.

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**$281,000—$356,000 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