
Leading company in the technology industry
Machine Learning Engineer, Runtime & Optimization
보상
$204,000 - $259,000
복지 및 혜택
•의료보험
•401k
•스톡옵션
•육아휴직
필수 스킬
Machine Learning
ML Systems
Python
C++
PyTorch
JAX
TensorFlow
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 ML Platform team at Waymo provides a set of tools to support and automate the lifecycle of the machine learning workflow, including feature and experiment management, model development, optimization and monitoring. These efforts have resulted in making machine learning more accessible to teams at Waymo, including Perception, Planner, Research and Simulation.
We are looking for engineers with ML software or ML systems expertise to help us improve compute performance on both cloud and car. You'll work across the entire ML stack from the system perspective, from efficient deep learning models, model compression, ML software (e.g. JAX, XLA, Triton, and CUDA), to . You will be pleasantly challenged with deploying Waymo ML models on limited computation resources. In this hybrid role, you will report to the Senior Manager of Runtime and Optimization.
You will:
-
Lead the collaboration with the world-class Waymo ML scientists in perception, planner, research and simulation. Identify opportunities in both systems and models to make ML workloads faster.
-
Lead projects from proposals through execution by developing junior engineers.
-
Analyze and improve ML system workloads on both cloud and self-driving cars .
-
Apply model optimization, efficient deep learning techniques and ML software improvements to Waymo's ML systems.
You have:
-
M.S. in CS, EE, Deep Learning or a related field
-
2+ years of experience as a technical lead, including writing project plans, engaging with customer teams, mentoring, responsible for goals & execution, reporting status.
-
5+ years of experience developing solutions in ML systems or ML software stack (Pytorch/JAX/TF, runtime libraries, ML compiler).
-
Deep understanding of ML system architecture, performance analysis and tools.
-
Strong Python or C++ programming skills
We prefer you have one or more of the following:
-
PhD in CS, EE, Deep Learning or a related field.
-
Familiarity with the HW architecture of ML hardware accelerators (e.g., GPU/TPU).
-
Deep knowledge of model optimization or efficient deep learning techniques for foundation models or LLM.
-
Experience with GPU HW or TPU HW and related system software.
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**
전체 조회수
0
전체 지원 클릭
0
전체 Mock Apply
0
전체 스크랩
0
비슷한 채용공고

Applied Scientist , AWS Healthcare-AI
Amazon · Mountain View, CA, USA

World Model Research Scientist- Physical AI
Kodiak Robotics · Mountain View, CA

Machine Learning Research Scientist: Generative Modeling for Planning
Nuro · Mountain View, California (HQ)

AI Operations & RAG Architect
Gatik · Mountain View, CA

Research Scientist, Gemini Safety
Google DeepMind · Mountain View, California, US
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
10개 리뷰
4.2
10개 리뷰
워라밸
2.8
보상
4.1
문화
4.3
커리어
3.7
경영진
3.8
78%
지인 추천률
장 점
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 후기
후기 5개
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
최근 소식
Google's Waymo is raking in cash - MarketWatch
MarketWatch
News
·
1w ago
Waymo teams up with Waze to spot potholes faster - Fox News
Fox News
News
·
1w ago
No Driver, No Problem: Waymo eyes Portland streets - KATU
KATU
News
·
1w ago
Waymo declines to meet with Austin leaders to discuss interactions with first responders - FOX 7 Austin
FOX 7 Austin
News
·
1w ago