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Senior/Staff ML Engineer, 3D/4D World Modeling, Simulation
Mountain View, CA, USA
·
On-site
·
Full-time
·
1mo ago
報酬
$204,000 - $259,000
福利厚生
•Equity
•401(k)
必須スキル
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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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
3.5
経営陣
3.8
78%
友人に勧める
良い点
Supportive and collaborative team environment
Innovative and cutting-edge technology projects
Competitive salary and excellent benefits
改善点
Fast-paced environment can be stressful
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
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