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Software Engineer, TPU Compiler Development Infrastructure

职能工程
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

Our team develops the Accelerated Linear Algebra (XLA) compiler which enables TPUs, Google's in-house custom designed processor, to accelerate machine learning and other scientific computing workloads for both internal Google customers and external Cloud customers.

The XLA TPU team is reaching a critical threshold of complexity at a time when the demand for rapid iteration has never been higher. This role is designed to manage the infrastructure friction that compiler engineers face daily, effectively multiplying output of the entire team.

In concrete terms we need to pull down the average team presubmit latency from the current 1.5. hours to 20 min and minimize Changelist (CL) rollback (catch issues early).

While this position does not require prior experience with compilers, hardware, or deep ML expertise, bout it does require someone who genuinely enjoys the craft of building great infrastructure unblocking developer productivity.

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

  • Reduce CL time to submit for a CL and minimize CL rollback for the whole XLA TPU team. Drive infrastructure improvements that remove friction from the daily development of the XLA TPU Compiler team.

  • Develop tools supporting compiler engineers as they work through stages of new TPU introduction (e.g., testing when hardware is not yet available or very limited).

  • Modernize and simplify build/test fixtures (e.g. xla_test) to make them more reliable and easier for the team to use.

  • Design and implement system architectures which cleanly handle ever increasing number of TPU generations and compiler features, ensuring the codebase doesn't become a "spaghetti" of special cases.

  • Identify and resolve accelerator utilization bottlenecks, improve accelerator test coverage without slowing down CL submission.

Minimum qualifications

  • Bachelor’s degree or equivalent practical experience.

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

  • 2 years of experience working with Google Infrastructure such as Blaze, TAP, or Guitar.

Preferred qualifications

  • Master's degree or PhD in Computer Science, or a related technical field.

  • Interest in becoming an expert in infrastructure surrounding low-level ML hardware programming.

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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

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