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Google
Google

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

Software Engineer III, Tensor Processing Units, 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.

Google Cloud provides organizations with leading infrastructure, platform capabilities, and industry solutions. We deliver enterprise-grade cloud solutions that leverage Google’s cutting-edge technology to help companies operate more efficiently, adapt to changing needs, and give customers a foundation for the future. Customers in more than 150 countries turn to Google Cloud as their trusted partner to solve their most critical business problems. The Core ML team contributes to frameworks and compilers that supports the service and related ML models/frameworks. It provides ML infrastructure to the customers (both external and internal to Google) with large-scale, cloud-based access to Google’s first-party ML supercomputers to run training and inference workloads.

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.

Responsibilities

  • Work on AI framework development to successfully enable Py Torch models.

  • Provide comprehensive support for ML frameworks and compilers on Cloud Tensor Processing Units and Google Processing Units, enabling the training and deployment of the most advanced machine learning models, driving innovation and breakthroughs.

  • Enable Py Torch models at massive scale for generative models, computer vision (image recognition, object detection, image generation), machine translation, language modeling, rankings and recommendations, speech recognition, etc.

  • Collaborate with other Google teams and leading researchers across the industry to continuously bring cutting-edge ML capabilities to our Py Torch-in-Cloud offering.

  • Design, develop, test, deploy, maintain, and improve software.

Minimum qualifications

  • Bachelor’s degree or equivalent practical experience.

  • 2 years of experience with software development in C++ and Python, or 1 year of experience with an advanced degree.

  • 1 year of experience with machine learning infrastructure (e.g., model deployment, model evaluation, data processing, debugging).

  • 1 year of experience with one or more of the following: Speech/audio (e.g., technology duplicating and responding to the human voice), reinforcement learning, or specialization in another machine learning field.

Preferred qualifications

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

  • 2 years of experience with data structures and algorithms.

  • Experience developing accessible technologies.

  • Experience with large-scale distributed systems and system design.

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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