채용
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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.
총 조회수
0
총 지원 클릭 수
0
모의 지원자 수
0
스크랩
0
비슷한 채용공고

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Staff Machine Learning SWE Infra
Waymo · Mountain View, CA, USA
Google 소개

Google specializes in internet-related services and products, including search, advertising, and software.
10,001+
직원 수
Mountain View
본사 위치
$1,700B
기업 가치
리뷰
3.7
25개 리뷰
워라밸
3.8
보상
4.2
문화
3.4
커리어
3.9
경영진
2.8
68%
친구에게 추천
장점
Excellent compensation and benefits
Smart and talented colleagues
Great perks and work flexibility
단점
Management and leadership issues
Bureaucracy and slow processes
Constantly changing priorities and reorganizations
연봉 정보
57,502개 데이터
Junior/L3
L3
L4
L5
L6
L7
L8
Mid/L4
Principal/L7
Senior/L5
Staff/L6
Director
Junior/L3 · Data Scientist L3
0개 리포트
$176,704
총 연봉
기본급
-
주식
-
보너스
-
$150,298
$203,110
면접 경험
9개 면접
난이도
3.4
/ 5
소요 기간
14-28주
합격률
44%
경험
긍정 0%
보통 56%
부정 44%
면접 과정
1
Application Review
2
Online Assessment/Technical Screen
3
Phone Screen
4
Onsite/Virtual Interviews
5
Team Matching
6
Offer
자주 나오는 질문
Coding/Algorithm
System Design
Behavioral/STAR
Technical Knowledge
Product Sense
뉴스 & 버즈
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