採用
Compensation
$238,000 - $302,000
Benefits & Perks
•Equity
•401(k)
•Equity
•401k
Required Skills
Python
C++
Distributed Systems
ML Frameworks
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 Waymo ML Infrastructure team works with Research and Production teams to develop models in Perception and Planning that are core to our autonomous driving software. We help our partners by offering the best solutions for the entire model development lifecycle. These solutions are developed in close collaboration with teams at Google. They are geared towards both scaling models and solving problems unique to ML for autonomous driving. You will improve the runtime efficiency of input data pipelines for large-scale training workloads. This is a unique opportunity to work on ML systems and improve on our model training processes.
You Will:
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Design, and improve distributed input data pipelines for large-scale ML training workloads.
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Collaborate with researchers and ML engineers to resolve bottlenecks in data pipeline performance.
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Improve runtime goodput of ML training workload, including optimizing input data processing systems, ensuring scalability and reliability across distributed environments.
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Implement and maintain advanced ML infrastructure tools, including ML Pathways, Grain, JAX, and Tensor Flow.
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Evaluate and integrate modern technologies to enhance the performance and scalability of ML systems.
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Promote best practices for distributed systems architecture and contribute to technical leadership within the team.
You Have:
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B.S. in Computer Science, Math, or 5+ years equivalent real-world experience.
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Proficient in distributed systems design with an understanding of ML data pipeline optimization.
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Experience with ML frameworks, including Tensor Flow and JAX.
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Hands-on experience libraries like Grain or tf.data service.
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Solid programming skills in Python and C++.
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Practical familiarity with profiling tools to uncover performance bottlenecks.
We Prefer:
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MS in Computer Science, Math
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Familiarity with distributed dataflow frameworks like ML Pathways
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**$238,000—$302,000 USD**
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About Waymo
Reviews
4.2
2 reviews
Work Life Balance
3.5
Compensation
3.0
Culture
4.5
Career
3.5
Management
3.5
85%
Recommend to a Friend
Pros
Excellent engineering culture
Interesting technical domain
Elite perception team
Cons
Compensation may not be competitive with other tech companies
Career trajectory concerns
Limited advancement opportunities
Salary Ranges
1,233 data points
Mid/L4
Mid/L4 · Data Scientist
38 reports
$280,748
total / year
Base
$183,551
Stock
$74,549
Bonus
$22,649
$187,768
$434,285
Interview Experience
5 interviews
Difficulty
3.6
/ 5
Duration
14-28 weeks
Offer Rate
60%
Experience
Positive 40%
Neutral 60%
Negative 0%
Interview Process
1
Application Review
2
Recruiter Screen
3
Technical Phone Screen
4
Coding Round
5
Onsite/Virtual Interviews
6
Final Round
Common Questions
Coding/Algorithm
Machine Learning
System Design
Behavioral/STAR
Technical Knowledge
News & Buzz
Waymo reportedly raising a $16B funding round - TechCrunch
Source: TechCrunch
News
·
4w ago
Waymo Seeking About $16 Billion Near $110 Billion Valuation - Bloomberg
Source: Bloomberg
News
·
4w ago
A Waymo Robotaxi Hit a Child at School Drop‑Off. The Company Says a Human Driver Would’ve Done Worse - inc.com
Source: inc.com
News
·
5w ago
Driverless Waymo — traveling under 6 mph, company claims — hits child in Santa Monica - Los Angeles Daily News
Source: Los Angeles Daily News
News
·
5w ago
