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Senior/Staff ML Engineer, 3D/4D World Modeling, Simulation
Mountain View, CA, USA
·
On-site
·
Full-time
·
1w ago
Compensation
$204,000 - $259,000
Benefits & Perks
•Equity
•401(k)
•Equity
•401k
Required Skills
Python
Machine Learning
Deep Learning
3D Computer Vision
3D World Modeling
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 Simulator Team at Waymo builds state-of-the-art simulations of realistic environments for testing, training, and validation of the Waymo Driver. Our team is a diverse, and collaborative group of machine learning (ML) engineers, software engineers, and ML research engineers. We develop industry-leading simulation solutions using advanced generative and reconstructive ML algorithms, to model the real world, encompassing realistic agents, roads, traffic systems, weather, and the full sensor suite (Camera, Lidar, Radar).
To accelerate the fidelity, scalability, controllability, and richness of our simulations, we are pushing the frontiers of 3D world modeling. We leverage state-of-the-art ML technologies trained on large-scale datasets to create dynamic and semantically rich virtual worlds, directly impacting the development and validation of the Waymo Driver.
In this role, you will report to a Senior Staff Engineering Manager.
You will:
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Lead the design, development and deployment of cutting-edge 4D world models and generative systems for ultra-realistic and controllable sensor and semantics generation for simulation use cases at waymo.
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Architect and implement scalable and robust ML pipelines for training, evaluating, and deploying large-scale generative models into our simulation infrastructure, including techniques like model distillation and quantization.
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Build and scale production-ready video generation techniques (e.g., Diffusion, Flow Matching) to create dynamic and interactive simulation environments.
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Apply Vision Language Models (VLMs) to enhance the semantic understanding and controllability of our world simulation products.
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Partner with world class research teams across Waymo and Alphabet to leverage State-of-The-Art research in 4D world modeling and generative AI into robust, production-ready solutions.
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Mentor and provide technical guidance to other engineers on the team.
You have:
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MS or PhD in Computer Science, Machine Learning, Robotics, or a related field.
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5+ years of experience in ML engineering and applied Deep Learning, with a strong portfolio of shipped products or publication record.
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Proven experience in developing and training large-scale generative models for video generation (e.g., Diffusion models, Flow Matching) or Vision Language Models (VLMs) and their applications.
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Deep expertise in 3D World Modeling or 3D computer vision.
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Familiarity with 3D reconstruction and rendering techniques (e.g., 3D Gaussian Splatting).
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Strong programming skills in Python and experience with ML frameworks such as Jax/Flax, Py Torch or Tensorflow.
We prefer:
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PhD and a strong track record of delivering impactful ML products in 3D generative models, world models, or video generation..
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Experience in simulating sensor data (Camera, Lidar, Radar) and/or semantic scenes.
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Experience with autonomous systems, robotics, or autonomous vehicle simulation.
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Experience in training and optimizing large scale models on GPU/TPU clusters for efficient serving.
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Experience in C++ for production systems.
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