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职位Google

Software Engineer, On-device AI Model Evaluation

Google

Software Engineer, On-device AI Model Evaluation

Google

·

On-site

·

Full-time

·

1w ago

  • Implement and enhance evaluation pipelines, metrics, and visualization tools to assess multiple aspects of AI models including quality, performance (e.g., latency, power), safety, and efficiency.

  • Collaborate with AI feature teams, model developers and researchers to understand evaluation requirements. Provide support, and integrate new models and use cases into the evaluation framework.

  • Write quality, well-tested, and maintainable code, following Google's engineering best practices and coding standards.

  • Identify opportunities and implement solutions to improve the reliability, scalability, and efficiency of model evaluation processes.

  • Contribute to technical documentation, playbooks, and best practices for the team and users of the evaluation platform.

  • Bachelor’s degree or equivalent practical experience.

  • 2 years of experience with software development in one or more programming languages, or 1 year of experience with an advanced degree.

  • 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 (e.g., sequential decision making), ML infrastructure, or specialization in a related Machine Learning (ML) field.

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

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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

3.7

25条评价

工作生活平衡

3.8

薪酬

4.2

企业文化

3.4

职业发展

3.9

管理层

2.8

68%

推荐给朋友

优点

Excellent compensation and benefits

Smart and talented colleagues

Great perks and work flexibility

缺点

Management and leadership issues

Bureaucracy and slow processes

Constantly changing priorities and reorganizations

薪资范围

57,502个数据点

Junior/L3

L3

L4

L5

L6

L7

L8

Mid/L4

Principal/L7

Senior/L5

Staff/L6

Director

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

面试经验

9次面试

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