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Senior Applied Research Scientist, Perception
Mountain View, CA USA; San Francisco, CA USA;
·
On-site
·
Full-time
·
1mo ago
必須スキル
Python
PyTorch
Machine Learning
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 Perception team builds the system which learns the spatial-temporal representation and their semantic meanings of the surrounding environment of the autonomously driving vehicle (ADV), i.e., the system that “perceives” the world around the car. We work jointly with downstream teams on the optimization and integration into the Waymo Driver. We conduct our own research to address real-world problems and collaborate with research teams at Alphabet. We have access to millions of miles of driving data from a diverse set of sensors, enabling engineers like you to (1) develop methods for efficiently and continuously learning from large scale real-world data, to (2) develop models and model training at scale, to (3) analyze real-world behavior and develop systems for handling the complexities of interacting with the real-world, and (4) optimize models for our onboard and offboard hardware.
In this hybrid role you will report to a Technical Lead Manager.
You will:
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Own tasks in the ML Driver, take responsibility for task scaling and task performance, create ML methods and recipes to scale and improve tasks.
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Analyze behavior of ML systems in real-world application, identify issues and root causes, advise or develop short- and long-term solutions.
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Monitor ML systems in production, develop methods for automatically detecting issues or regressions, develop AI-aided analysis and debugging tooling.
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Develop and maintain metrics for ADV relevant issues, including safety-critical and longtail issues.
You have:
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Bachelors in Computer Science or a similar discipline, or an equivalent amount of deep learning experience
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3+ years experience in Machine Learning and Computer Vision
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Experience with Python
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Experience with ML frameworks like Py Torch or JAX
We prefer:
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MS or PhD Degree in Machine Learning, Robotics, Computer Science or a similar discipline
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Publications at top-tier conferences like CVPR, ICCV, ECCV, ICLR, ICML, ICRA, IROS, RSS, NeurIPS, AAAI, IJCV, PAMI
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Experience with C++
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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応募クリック数
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模擬応募者数
0
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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
3.7
経営陣
3.8
78%
友人に勧める
良い点
Supportive and collaborative team environment
Competitive salary and excellent benefits
Innovative projects and cutting-edge technology
改善点
Fast-paced environment causing stress
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
Waymo service still paused after floodwaters wash away robotaxi - San Antonio Express-News
San Antonio Express-News
News
·
Today
Moment ‘driverless’ Waymo taxi drives into London crime scene - The Telegraph
The Telegraph
News
·
1d ago
When can I get a Waymo in Philadelphia? Are Waymo cars in Philly? - USA Today
USA Today
News
·
1d ago
Waymo taxi: Watch car veer into Harlesden crime scene - BBC
BBC
News
·
1d ago