refresh

トレンド企業

トレンド企業

採用

求人Google

Staff Software Engineer, Machine Learning Compilers, Edge TPU

Google

Staff Software Engineer, Machine Learning Compilers, Edge TPU

Google

·

On-site

·

Full-time

·

1w ago

  • Work as part of the EdgeTPU compiler team, building ML compilers for EdgeTPU hardware and analyzing and improving the compiler quality and performance on optimization decisions, correctness and compilation time.

  • Work with and extend ML authoring frameworks, including JAX, Pytorch to compile ML models for the EdgeTPU.

  • Work with ML runtime systems to deploy optimized ML models on the EdgeTPU.

  • Work with EdgeTPU architects to design the Hardware/Software (HW/SW) interface, and co-optimizations between CPU, GPU, and TPU.

  • Collaborate with ML model developers, researchers, and EdgeTPU hardware/software teams to accelerate the transition from research ideas to user experiences running on the EdgeTPU.

  • Bachelor’s degree or equivalent practical experience.

  • 8 years of experience in software development.

  • 5 years of experience testing, and launching software products, and 3 years of experience with software design and architecture.

  • 5 years of experience with Machine Learning compilers (optimization, parallelization, etc.).

  • 5 years of experience with relevant ML design and ML infrastructure (e.g., model deployment, model evaluation, etc.).

総閲覧数

0

応募クリック数

0

模擬応募者数

0

スクラップ

0

Googleについて

Google

Google

Public

Google specializes in internet-related services and products, including search, advertising, and software.

10,001+

従業員数

Mountain View

本社所在地

$1,700B

企業価値

レビュー

3.7

25件のレビュー

ワークライフバランス

3.8

報酬

4.2

企業文化

3.4

キャリア

3.9

経営陣

2.8

68%

友人に勧める

良い点

Excellent compensation and benefits

Smart and talented colleagues

Great perks and work flexibility

改善点

Management and leadership issues

Bureaucracy and slow processes

Constantly changing priorities and reorganizations

給与レンジ

57,502件のデータ

Junior/L3

L3

L4

L5

L6

L7

L8

Mid/L4

Principal/L7

Senior/L5

Staff/L6

Director

Junior/L3 · Data Scientist L3

0件のレポート

$176,704

年収総額

基本給

-

ストック

-

ボーナス

-

$150,298

$203,110

面接体験

9件の面接

難易度

3.4

/ 5

期間

14-28週間

内定率

44%

体験

ポジティブ 0%

普通 56%

ネガティブ 44%

面接プロセス

1

Application Review

2

Online Assessment/Technical Screen

3

Phone Screen

4

Onsite/Virtual Interviews

5

Team Matching

6

Offer

よくある質問

Coding/Algorithm

System Design

Behavioral/STAR

Technical Knowledge

Product Sense