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Staff Machine Learning Engineer, Prediction & Planning, System Architecture
Mountain View, CA, USA; San Francisco, CA, USA; New York City, NY, USA
·
On-site
·
Full-time
·
3d 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.
The Predictive Planning team (Pre Plan) develops and deploys state-of-the-art machine learning solutions that predict the future state of the world and plan the Waymo Driver’s behavior. Our mission is to transform Waymo's unprecedented scale of driving data into robust, generalizable, and performant deep neural networks. These models enable the autonomous vehicle to navigate complex environments safely and efficiently.
The system architecture team handles the onboard contract of the model with the system, including kinematics, interfaces and representations. Our team’s mission is to work across the stack, building the best setup for the model to drive. We tackle this through projects in data, modeling, metrics, and the overall planner system.
In this hybrid role, you will report to a Technical Lead Manager.
You will:
- Tackle challenging real-world problems with ML and engineering solutions.
- Use state of the art techniques to design and build ML models, deploy them in the real world on production vehicles
- Design and build the necessary architectures, algorithms, pipelines and evaluation systems on Google's extensive data infrastructure
- Collaborate with researchers, product area owners and engineers to develop safe, smooth planning behavior for all road users & deliver product requirements.
You have:
- Bachelors in Computer Science, ML, Robotics, similar technical field of study, or equivalent practical experience
- Hands-on experience with modern deep learning libraries (eg: Tensor Flow, JAX, Pytorch)
- Proficient programming skills (eg: Python, C/C++)
- Strong analytical and problem solving skills
- 7+ years of experience in Machine Learning modeling and/or Autonomous Vehicles systems
We prefer:
- MS or PhD in Computer Science, Machine Learning, Robotics, or a related field
- Publications in top-tier conferences such as ICML, NeurIPS, CVPR, ICCV, ECCV, ICLR, IROS, CoRL, ACL, or EMNLP
- Prior software development or ML research industry experience (including internships)
- General software engineering experience solving motion planning or related robotics problems
- Experience applying or evaluating ML-based systems in production environments
- Experience with performance optimization of deep models, including with respect to specific hardware architectures
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
$250,750—$318,600 USD
総閲覧数
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応募クリック数
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模擬応募者数
0
スクラップ
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Waymoについて

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
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
ニュース&話題
S.F. is obsessed with Waymo while human drivers are killing people - San Francisco Chronicle
San Francisco Chronicle
News
·
3d ago
Waymo Means Way Mo’ Cars, According To Uber Docs - Streetsblog New York City
Streetsblog New York City
News
·
4d ago
Flexdrive by Lyft begins construction on major Waymo hub in Nashville - WKRN News 2
WKRN News 2
News
·
4d ago
Waymo launches driverless ride service in Orlando - WESH
WESH
News
·
5d ago