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职位Google

Software Engineer III, Data and AI Infrastructures, Waze

Google

Software Engineer III, Data and AI Infrastructures, Waze

Google

·

On-site

·

Full-time

·

2mo ago

福利待遇

Healthcare

Equity

必备技能

SQL

Apache Spark

PyTorch

About the job

Google's software engineers develop the next-generation technologies that change how billions of users connect, explore, and interact with information and one another. Our products need to handle information at massive scale, and extend well beyond web search. We're looking for engineers who bring fresh ideas from all areas, including information retrieval, distributed computing, large-scale system design, networking and data storage, security, artificial intelligence, natural language processing, UI design and mobile; the list goes on and is growing every day. As a software engineer, you will work on a specific project critical to Google’s needs with opportunities to switch teams and projects as you and our fast-paced business grow and evolve. We need our engineers to be versatile, display leadership qualities and be enthusiastic to take on new problems across the full-stack as we continue to push technology forward.

The team is in charge of all engineering infrastructures for data scientists at Waze including: GenAI framework for Waze internal applications, GenAI for analytics (Data Whiz), GenAI data science and evaluation framework for user-facing Waze features, MLOps framework for training/deploying/serving at scale ML models of Waze, data pipelines framework & infrastructures for running at scale data pipelines, infrastructure as code for data science, and engineering best practices applied in data science.

Waze is where people and technology meet to solve transportation challenges. It's a platform that empowers users to contribute road data and edit Waze maps to improve the way we move about the world. As the social navigation pioneer, Waze leverages mobile technology and a passionate global community to redefine expectations of today’s maps.

Responsibilities

  • Add new features to our GenAI analytics agents serving all of Waze for any data analytics questions.

  • Research in GenAI for ML research and exploration, backend GenAI models evaluation framework.

  • Understand ML or Data Science to have knowledge of the users of the framework.

Minimum qualifications

  • Bachelor’s degree or equivalent practical experience.

  • 2 years of experience programming in C++, Java, Go or Python, or 1 year of experience with an advanced degree in an industry setting.

  • 2 years of experience with developing large-scale infrastructure, distributed systems or networks, or experience with compute technologies.

Preferred qualifications

  • 1 year of experience in applied Machine Learning (e.g., computer vision, generative AI, LLM).

  • 1 year of experience in data science with focus on analytics, machine learning, and visualization.

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关于Google

Google

Google

Public

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

4.5

10条评价

工作生活平衡

3.2

薪酬

4.3

企业文化

4.1

职业发展

4.2

管理层

3.8

82%

推荐给朋友

优点

Great benefits and perks

Innovative and interesting work

Career development and learning opportunities

缺点

High pressure and expectations

Long hours and heavy workload

Fast-paced and overwhelming environment

薪资范围

57,503个数据点

Mid/L4

Mid/L4 · Accessibility Analyst

1份报告

$214,500

年薪总额

基本工资

$165,000

股票

-

奖金

-

$214,500

$214,500

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