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Staff Machine Learning Engineer – VLM/LLM Evaluation
Mountain View, CA, US; New York, NY, US; Seattle, WA, US
·
On-site
·
Full-time
·
1mo ago
報酬
$238,000 - $302,000
福利厚生
•Equity
•401(k)
必須スキル
Machine Learning
Deep Learning
Python
C/C++
Debugging
Data Analysis
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 mission of the Waymo AI Foundations team is to develop machine learning solutions addressing open problems in autonomous driving, towards the goal of safely operating Waymo vehicles in dozens of cities and under all driving conditions. As part of our work, we also initiate and foster collaborations with other research teams in Alphabet. AI Foundations areas that we are currently focusing on include reinforcement learning, learning from demonstration, generative modeling, Bayesian inference, hierarchical learning, and robust evaluation.
This role follows a hybrid work schedule and you will report to a Senior Staff Software Engineer.
You will:
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Work with a creative team of people who help to build the state-of-the-art Foundation Models that are used throughout Waymo’s systems, both onboard autonomous vehicles and offboard in simulation
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Lead the development of end-to-end evaluation systems and benchmarks for Waymo Foundation models, encompassing the entire lifecycle from pretraining and supervised fine-tuning (SFT) to reinforcement learning (RL), for evaluating the quality, safety, and realism of embodied AI agents
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Partner within and across organizations to land disruptive and innovative tech in production
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Implement and extend large large scale data and evaluation pipelines
You have:
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Master’s degree or PhD degree in Computer Science, similar technical field of study, or equivalent practical experience
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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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Experience with large scale distributed system
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Proficient programming skills (eg: Python, C/C++)
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Strong analytical and debugging skills
We prefer:
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ML infra experience: training, evaluating and deploying ML models at scale
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Deep learning experience, especially with generative models, e.g., LLMs/VLMs, and/or reinforcement learning
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Proficiency and in-depth knowledge of the inner workings of an ML framework (e.g. Pytorch, JAX, Tensorflow)
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**
総閲覧数
1
応募クリック数
0
模擬応募者数
0
スクラップ
0
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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