招聘
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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.
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关于Google

Google specializes in internet-related services and products, including search, advertising, and software.
10,001+
员工数
Mountain View
总部位置
$1,700B
企业估值
评价
3.7
25条评价
工作生活平衡
3.8
薪酬
4.2
企业文化
3.4
职业发展
3.9
管理层
2.8
68%
推荐给朋友
优点
Excellent compensation and benefits
Smart and talented colleagues
Great perks and work flexibility
缺点
Management and leadership issues
Bureaucracy and slow processes
Constantly changing priorities and reorganizations
薪资范围
57,502个数据点
Junior/L3
L3
L4
L5
L6
L7
L8
Mid/L4
Principal/L7
Senior/L5
Staff/L6
Director
Junior/L3 · Data Scientist L3
0份报告
$176,704
年薪总额
基本工资
-
股票
-
奖金
-
$150,298
$203,110
面试经验
9次面试
难度
3.4
/ 5
时长
14-28周
录用率
44%
体验
正面 0%
中性 56%
负面 44%
面试流程
1
Application Review
2
Online Assessment/Technical Screen
3
Phone Screen
4
Onsite/Virtual Interviews
5
Team Matching
6
Offer
常见问题
Coding/Algorithm
System Design
Behavioral/STAR
Technical Knowledge
Product Sense
新闻动态
Google Pixel And Highsnobiety Build A Talent Pipeline For Fashion - Forbes
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·
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