招聘

Software Engineer, Statistical Evaluation and Sampling
Mountain View, CA, USA; San Francisco, CA, USA
·
On-site
·
Full-time
·
1mo ago
薪酬
$170,000 - $216,000
福利待遇
•Equity
•401(k)
必备技能
Python
SQL
Statistics
Probability
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 Release Evaluation org ensures that each version of the Waymo Driver is safe before it hits the road. We build automated pipelines to solve the long tail of rare and exceptional scenarios in autonomous driving, looking for needles in a haystack under both time and resource constraints. Within Release Evaluation, the Sampling and Efficiency team applies importance sampling techniques and machine learning to maximize the statistical efficiency of these discovery pipelines.
You will:
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Develop importance sampling techniques that enable our evaluation pipelines to deliver better signals with fewer resources.
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Find signals in our logs and simulations that might help us to more efficiently discover rare and important events.
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Build systems that systematically optimize multiple objectives under resource constraints.
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Collaborate with other engineers, data scientists, statisticians and the leadership team to deliver evaluation products and help make data driven decisions.
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Champion code health and best practices in a large and complex code base
You have:
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BS in Computer Science, Robotics, Statistics, Physics, Math or another quantitative area
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Fluency with probability and statistics
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Strong self-motivation to navigate complex systems and pursue open-ended problems to completion
2-3 years of experience with
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Navigating and modifying a large code base containing a variety of languages, such as C++, Python and SQL
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Performing statistical analyses
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Building data processing pipelines
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Writing, reviewing, and merging code following industry standards for code health and maintainability
We prefer:
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Experience programming in C++
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Experience developing and evaluating sampling methods
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Experience designing, training, evaluating, and applying ML models
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Experience working in the AV industry
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PhD in a quantitative field
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**$170,000—$216,000 USD**
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关于Waymo

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
员工数
Mountain View
总部位置
$200B
企业估值
评价
4.2
10条评价
工作生活平衡
2.8
薪酬
4.1
企业文化
4.3
职业发展
3.5
管理层
3.8
78%
推荐给朋友
优点
Supportive and collaborative team environment
Innovative and cutting-edge technology projects
Competitive salary and excellent benefits
缺点
Fast-paced environment can be stressful
Work-life balance challenges
High pressure and overwhelming workload
薪资范围
310个数据点
Mid/L4
Mid/L4 · Data Scientist
38份报告
$280,748
年薪总额
基本工资
$183,551
股票
$74,549
奖金
$22,649
$187,768
$434,285
面试经验
5次面试
难度
3.6
/ 5
时长
14-28周
录用率
60%
体验
正面 40%
中性 60%
负面 0%
面试流程
1
Application Review
2
Recruiter Screen
3
Technical Phone Screen
4
Coding Round
5
Onsite/Virtual Interviews
6
Final Round
常见问题
Coding/Algorithm
Machine Learning
System Design
Behavioral/STAR
Technical Knowledge
新闻动态
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