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채용Waymo

Senior ML Compiler Engineer, Compute

Waymo

Senior ML Compiler Engineer, Compute

Waymo

Bangalore, Karnataka, India

·

On-site

·

Full-time

·

2w 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.

Waymo's Compute Team is tasked with a critical and exciting mission: We deliver the compute platform responsible for running the 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 with many other teammates to ensure we design and improve hardware and software for maximum performance. We are a diverse team looking for curious and talented teammates to work on one of the world's highest performance automotive compute platforms.

This role follows a hybrid work schedule* and you will report to a Software Engineering Manager.*

This position will require the ability to work some hours that align with the team in the Pacific Time zone on an as needed basis.

You will:

  • Analyze the performance characteristics of code generated by our production grade compiler, and design and implement optimizations to improve that performance

  • Design and implement compiler support for novel features of our high-performance architecture

  • Work with hardware architects to understand and influence the development of our unique neural network inference platform through hardware/software codesign

  • Work with model developers to tune their neural networks for better inference efficiency and accuracy

You have:

  • BS degree in Computer Science/Electrical Engineering or equivalent experience and 5+ years of industry experience OR

  • MS degree in Computer Science/Electrical Engineering and 3+ years of industry experience

  • PhD degree in Computer Science/Electrical Engineering and 1+ years of industry experience

  • 3+ years experience working on compilers for parallel architectures

  • 1+ years experience working with ML inference or linear algebra computation

  • C++ programming skills

We prefer:

  • Python programming experience

  • Experience with compilers for neural networks

  • Knowledge of computer architectures used for neural network inference, and neural network performance characteristics

  • Knowledge of the principles behind popular machine learning and neural network algorithms and applications

The expected base salary range for this full-time position 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. 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**₹6,100,000—₹7,250,000 INR**

총 조회수

1

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