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Google
Google

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

Senior Staff Machine Learning Software Engineer, Search Ranking

职能机器学习
级别Staff+
方式现场办公
类型全职
发布3周前
立即申请
  • Be responsible for driving research and development for our core content, retrieval and ranking models, which form the foundation of our feed recommendation systems. You will manage the immense challenges of end-to-end Discover feed recommendations across content, ranking, retrieval and p13n.

  • Conduct applied research on novel modeling techniques to solve concrete challenges in content understanding, such as identifying nuanced topics, assessing content quality, and understanding UGC.

  • Collaborate with partner teams and cross-functional partners to integrate the content signals into production retrieval, ranking, and personalization systems.

  • Advance the in key recommendation domains in retrieval, ranking and content understanding.

  • Bachelor’s degree or equivalent practical experience.

  • 8 years of experience with software development in one or more programming languages.

  • 7 years of experience testing, maintaining or launching software products, and 1 year of experience with software design and architecture.

  • 7 years of experience with AI/ML algorithms and tools, deep learning and AI/ML modeling.

  • Experience building and deploying recommendation systems models (e.g., retrieval, prediction, ranking, personalization, search quality, embedding) in production.

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关于Google

Google

Google

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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