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Google
Google

Organizing the world's information and making it universally accessible.

Software Engineer, BigQuery AI/ML

职能机器学习
级别中级
方式现场办公
类型全职
发布1个月前
立即申请

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.

Big Query is the leader in the enterprise cloud data warehouse market. It is a high growth product area and plays a key role in contributing to GCP’s overall business and growth.

Big Query AI/ML is on a mission to democratize AI and ML. It takes away all the complexity and challenge of doing AI and ML and reduces it down to a few lines of SQL statements to train and predict machine learning models. Over the past few years, BQML has grown into a powerful AI and ML platform, growing rapidly in terms of usage and is a key differentiator for Big Query.

In this role, you will have the opportunity to work with Big Query, Vertex AI, and other GCP services to help elevate Big Query to the next level.

Google Cloud accelerates every organization’s ability to digitally transform its business and industry. We deliver enterprise-grade solutions that leverage Google’s cutting-edge technology, and tools that help developers build more sustainably. Customers in more than 200 countries and territories turn to Google Cloud as their trusted partner to enable growth and solve their most critical business problems.

The US base salary range for this full-time position is $147,000-$211,000 + bonus + equity + benefits. Our salary ranges are determined by role, level, and location. Within the range, individual pay is determined by work location and additional factors, including job-related skills, experience, and relevant education or training. Your recruiter can share more about the specific salary range for your preferred location during the hiring process.

Please note that the compensation details listed in US role postings reflect the base salary only, and do not include bonus, equity, or benefits. Learn more about benefits at Google.

Responsibilities

  • Contribute to the development of system components, AI/ML algorithms and more to advance Big Query's capabilities.

  • Stay current with emerging trends and technologies in these areas.

  • Drive technical discussions within the team, proposing new ideas, and sharing knowledge to improve the team's overall effectiveness.

  • Promote engineering excellence within the team by adhering to best practices, coding standards, and software engineering principles.

Minimum qualifications

  • Bachelor’s degree or equivalent practical experience.

  • 2 years of experience with software development 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, storage or hardware architecture.

  • Experience with machine learning.

  • Experience with distributed processing and data warehousing.

Preferred qualifications

  • Master's degree or PhD in Computer Science or related technical fields.

  • 2 years of experience with data structures and algorithms.

  • Experience with SQL and relational databases.

  • Experience with artificial intelligence, building ML platforms and applied ML.

  • Experience with distributed systems and services.

  • Strong proficiency in C++ and Python programming.

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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

10条评价

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%

推荐率

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

Junior/L3

L6

L7

L8

Mid/L4

Principal/L7

Senior/L5

Staff/L6

Director

L3

L4

L5

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

面试评价

9条评价

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