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Senior Machine Learning Engineer, Perception, Semantics
Mountain View, California, USA; Kirkland, WA, USA
·
On-site
·
Full-time
·
1w ago
Compensation
$204,000 - $259,000
Benefits & Perks
•Equity
•401(k)
•Equity
•401k
Required Skills
Machine Learning
Computer Vision
Deep Learning
Object Detection
Object Classification
Object Tracking
Pose Estimation
Action Recognition
TensorFlow
PyTorch
JAX
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.
Within the Perception organization, the Semantics core team is comprised of three specialized subgroups, each tackling a critical aspect of scene understanding. The Vulnerable Road Users (VRUs) subgroup focuses on identifying and interpreting the behavior of pedestrians, cyclists, and other vulnerable road users to enhance safety and rider comfort. The Traffic Control subgroup is dedicated to developing and deploying advanced ML models that interpret traffic lights, signs, and other controls, with a key focus on improving map robustness. The Scene Semantics subgroup addresses the complexities of unstructured environments like construction zones and emergency scenes, driving architectural upgrades and new feature development. Together, these three teams leverage strong end-to-end ML expertise to build robust perception systems essential for safe and efficient autonomous operation.
In this hybrid role, you will report to the Technical Lead Manager of Semantics.
You will:
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Develop state-of-the-art ML models to understand complex and dynamic scenes, enabling our vehicles to navigate challenges like varied traffic controls, pedestrian and cyclist interactions, construction zones, emergency scenes, and/or mapless driving.
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Own the end-to-end ML pipeline, from data mining and labeling to training and deployment of models.
You have:
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4+ years of experience in Machine Learning, with a strong focus on computer vision and/or deep learning for perception tasks.
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Deep understanding of state-of-the-art ML techniques for object classification, detection, tracking, pose estimation, and/or action recognition.
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Proficiency in at least one major deep learning framework (e.g., Tensor Flow, Py Torch, JAX).
We prefer:
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PhD degree in Computer Science or a similar discipline, or an equivalent amount of deep learning experience.
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Experience with multi-modal perception systems (e.g., combining camera, lidar, radar data).
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Familiarity with foundation models and techniques for model adaptation (e.g., few-shot learning, transfer learning, domain adaptation).
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Experience in optimizing ML models for on-device deployment and real-time performance.
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Background in autonomous driving, robotics, or a related safety-critical domain.
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Publications in top-tier ML/CV conferences (e.g., NeurIPS, ICML, CVPR, ICCV, ECCV).
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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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