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求人Waymo

Senior ML Accelerator Modeling Engineer

Waymo

Senior ML Accelerator Modeling Engineer

Waymo

Mountain View, CA, USA; New York, NY, USA

·

On-site

·

Full-time

·

1mo ago

報酬

$204,000 - $259,000

福利厚生

Equity

401(k)

必須スキル

C++

Computer Architecture

Digital Logic Design

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.

Waymo's Compute Team is tasked with a critical and exciting mission: We deliver the compute platform responsible for running the fully autonomous vehicle's software stack. To achieve our mission, we architect and create high-performance custom silicon; we develop system-level compute architectures that push the boundaries of performance, power, and latency; and we collaborate closely with many other teammates to ensure we design and optimize hardware and software for maximum performance. We are a multidisciplinary team seeking curious and talented teammates to work on one of the world's highest performance automotive compute platforms.

In this hybrid role, you will report to a Hardware Engineering Manager

You will:

  • Create architectural, micro-architectural models for exploration, development and verification of machine learning accelerators

  • Analyze workloads, define and derive representative micro-benchmarks for functional & performance goals

  • Drive equivalence between actual hardware and simulator implementations, both for correctness and performance correlation

  • Build scalable tools for modeling, performance analysis and optimization

  • Interact with cross-functional engineering teams to identify opportunities and requirements

You have:

  • Bachelor's degree in Computer Science or Computer Engineering or equivalent, or equivalent practical experience

  • 7+ years on modeling complex, high performance architectures in the industry for functionality and/or performance

  • Experience with cycle-level simulation frameworks (SystemC, Gem5 or similar)

  • Strong C++ programming skills and familiarity with software development methodologies

  • Solid foundation in computer architecture and principles of digital logic design

We prefer:

  • 2+ years experience modeling high performance architectures such as CPU, GPU, NPU etc.

  • Track record of building tools used by software and hardware teams for performance understanding and/or debug

  • Experience writing and debugging microbenchmarks for performance correlation and correctness

  • Excellent communication and problem solving skills

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**

総閲覧数

0

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