採用
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Lead the design, development, and deployment of machine learning models to detect road disruptions and maintain road signs from various signals (e.g., traffic data, vehicle telemetry, vehicle sensors, imagery etc.).
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Develop and improve ML algorithms for inferring road closures and speed limits, fusing data from multiple sensors and sources like vehicle sensor observations (VSO), location data, Waze, and third-party data.
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Build and maintain scalable data pipelines for training, evaluation, and inference using Google's infrastructure.
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Collaborate closely with other engineers, product managers, data analysts, and operations teams to define requirements, integrate ML solutions, and drive impact on map data quality.
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Provide technical leadership and mentorship to junior engineers on the team.
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Bachelor’s degree or equivalent practical experience.
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8 years of experience in software development.
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5 years of experience leading ML design and optimizing ML infrastructure (e.g., model deployment, model evaluation, data processing, debugging, fine tuning).
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Experience with common machine learning techniques and technologies.
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Experience building or interacting with Generative AI or Applied AI applications.
総閲覧数
0
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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Googleについて

Google specializes in internet-related services and products, including search, advertising, and software.
10,001+
従業員数
Mountain View
本社所在地
$1,700B
企業価値
レビュー
3.7
25件のレビュー
ワークライフバランス
3.8
報酬
4.2
企業文化
3.4
キャリア
3.9
経営陣
2.8
68%
友人に勧める
良い点
Excellent compensation and benefits
Smart and talented colleagues
Great perks and work flexibility
改善点
Management and leadership issues
Bureaucracy and slow processes
Constantly changing priorities and reorganizations
給与レンジ
57,502件のデータ
Junior/L3
L3
L4
L5
L6
L7
L8
Mid/L4
Principal/L7
Senior/L5
Staff/L6
Director
Junior/L3 · Data Scientist L3
0件のレポート
$176,704
年収総額
基本給
-
ストック
-
ボーナス
-
$150,298
$203,110
面接体験
9件の面接
難易度
3.4
/ 5
期間
14-28週間
内定率
44%
体験
ポジティブ 0%
普通 56%
ネガティブ 44%
面接プロセス
1
Application Review
2
Online Assessment/Technical Screen
3
Phone Screen
4
Onsite/Virtual Interviews
5
Team Matching
6
Offer
よくある質問
Coding/Algorithm
System Design
Behavioral/STAR
Technical Knowledge
Product Sense
ニュース&話題
Google Pixel And Highsnobiety Build A Talent Pipeline For Fashion - Forbes
Forbes
News
·
3d ago
Forget Photos and Maps, this is the Google app I can't live without anymore - Android Authority
Android Authority
News
·
3d ago
Google is dropping Samsung modems for the Pixel 11, and it's the only upgrade I actually care about - Android Police
Android Police
News
·
3d ago
Google could pay $135 million settlement to U.S. Android users. How to get your money. - Mashable
Mashable
News
·
3d ago