채용

Senior Software Engineer, Simulation ML Infrastructure
Mountain View, CA, USA; San Francisco, CA, USA
·
On-site
·
Full-time
·
2mo ago
보상
$204,000 - $259,000
복지 및 혜택
•Equity
•401(k)
필수 스킬
Machine Learning Infrastructure
Distributed Systems
Data Engineering
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 Simulation ML Infrastructure team builds scalable AI/ML infrastructure to accelerate the Simulator team in sustainably innovating and building state of the art simulations of realistic environments for the testing and training of the Waymo Driver. To increase the fidelity and steerability of the simulations, we employ large foundation models trained on massive datasets to model the real world, including but not limited to, realistic agents (vehicles, pedestrians, cyclists, motorcyclists etc.), roads, traffic control systems, and weather etc.
We seek an experienced senior IC to lead the development of advanced AI/ML infrastructure for multi-billion parameter foundation models in ML accelerator-friendly simulations. Your expertise in massive model scaling, ML accelerators, and large-scale distributed systems will be required for designing and scaling our systems.
This role reports to an Engineering Manager.
You will:
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Be part of a world-class, high-performing research engineering team to advance the state of the art of ultra realistic multi-agent simulations using foundation models.
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Collaborate closely with the core Waymo Realism Modeling team in London and Waymo Oxford to use large foundation models to improve sim realism.
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Work at the intersection of data engineering, model development, and simulations, and drive architectural decisions. Own large, complex systems, driving architectures and designs that meet technical and business objectives.
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Design and scale large distributed systems covering the ML lifecycle, supporting planet-scale dataset generation, model training, and evaluation.
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Collaborate cross-functionally to derive performance and system-level requirements for large ML systems. Translate product/business goals into measurable technical deliverables, ensuring system component alignment.
We prefer:
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5+ years of professional software engineering experience, with at least 3 years in machine learning infrastructure such as developing, designing, scaling, training, deploying, and optimizing large-scale machine learning systems from data to model.
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Solid experience in the development and optimization of machine learning infrastructure tools like Deep Speed, Py Torch, Tensor Flow, Ray, or similar frameworks.
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Strong understanding of state-of-the-art machine learning models and algorithms such as autoregressive transformers and familiarity scaling large models across ML accelerator profiling tools to uncover performance bottlenecks.
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Strong leadership skills with experience driving ambiguous problems end-to-end, with a willingness and independence to pick up whatever knowledge to get the job done. Passionate about building infrastructure, libraries, tools, and pipelines for engineers and scientists.
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Excellent communication skills, both verbal and written, with the ability to translate complex technical concepts for a broad audience.
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Practical familiarity in Autonomous Driving, Simulations, and ML accelerators is a plus.
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**
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Waymo 소개

Waymo
Series CWaymo 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
뉴스 & 버즈
Google's Waymo is raking in cash - MarketWatch
MarketWatch
News
·
3d ago
Waymo teams up with Waze to spot potholes faster - Fox News
Fox News
News
·
3d ago
No Driver, No Problem: Waymo eyes Portland streets - KATU
KATU
News
·
3d ago
Waymo declines to meet with Austin leaders to discuss interactions with first responders - FOX 7 Austin
FOX 7 Austin
News
·
3d ago