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Senior Product Data Scientist, Marketplace Algorithms ML
Mountain View, CA, USA; San Francisco, CA, USA
·
On-site
·
Full-time
·
1mo ago
報酬
$196,000 - $248,000
福利厚生
•Equity
•401(k)
必須スキル
Python
SQL
Machine Learning
Reinforcement Learning
Statistics
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.
Waymo’s Product Data Science team works cross-functionally with Engineering, Product and Operations to help the company make the most informed decisions using data. Our team collaborates on high-impact projects across the company — from driving quality and operational efficiency to market analysis and rider satisfaction scores — we help to safely and efficiently scale the Waymo Driver. We are data-driven, curious, open-minded, and adapt quickly to new information.
This role follows a hybrid work schedule and you will report to a Product Data Science Lead
You will:
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Partner with Engineer, Product and Data Science teams to develop Machine Learning models to improve the efficiency of Waymo’s Marketplace
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Apply ML models to predict conversion, wait times, retention and build better understanding of vehicle values in different positions
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Apply optimization models to optimize assignment of Waymo cars to customers or positioning locations
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Build novel reinforcement learning models that continually iterate over the parameters in pricing, matching and positioning
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Define, conduct and evaluate experiments on new models
You have:
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Statistical knowledge
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Coding skills (Python and SQL)
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Experience with Machine Learning
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Experience with Reinforcement Learning
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Experience with experimentation
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At least 4 years of industry experience
We prefer:
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Experience with optimization modeling and implementation using solver packages (e.g. CP-SAT, CPLEX, Gurobi, etc…)
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Experience with optimization
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Experience at another Ride hailing or Marketplace company
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**$196,000—$248,000 USD**
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スクラップ
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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