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채용Waymo

ML Accelerator Architect

Waymo

ML Accelerator Architect

Waymo

Mountain View, CA, US; New York City, NY, US

·

On-site

·

Full-time

·

1mo ago

보상

$170,000 - $216,000

복지 및 혜택

Equity

401(k)

필수 스킬

C++

Computer Architecture

Machine Learning

Performance Analysis

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 role, you will report to a Hardware Engineering Manager.

You will:

  • Analyze workloads and map them efficiently to hardware, proposing novel HW-friendly implementations and projecting performance

  • Architect, simulate and design amazing machine learning solutions for our autonomous driving technology

  • Work closely with compiler and model developers to influence engineering trade-offs and future model architectures

  • Build scalable tools for simulator modeling and performance evaluation

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

You have:

  • BS degree in Computer Science or Computer Engineering or similar relevant technical field, or equivalent practical experience

  • 3+ years on designing/architecting complex, high performance architectures

  • CPUs, GPUs and/or ML accelerators - in the industry or through doctoral research

  • 1+ years experience with machine learning architectures, acceleration and model optimization

  • Strong C++ programming and algorithmic problem solving skills

We prefer:

  • 1+ years modeling high performance architectures in cycle-aware simulators

  • Track record of analyzing workloads and architecting, delivering novel HW+SW solutions to vastly improve performance, efficiency

  • Familiarity with ML model architectures and their compute characteristics (bottlenecks, optimization opportunities)

  • Experience with microarchitecture design (System Verilog or HLS)

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**$170,000—$216,000 USD**

총 조회수

2

총 지원 클릭 수

0

모의 지원자 수

0

스크랩

0

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

3.5

경영진

3.8

78%

친구에게 추천

장점

Supportive and collaborative team environment

Innovative and cutting-edge technology projects

Competitive salary and excellent benefits

단점

Fast-paced environment can be stressful

Work-life balance challenges

High pressure and overwhelming workload

연봉 정보

310개 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