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Qualcomm
Qualcomm

Inventing the technologies the world loves.

AI Model System Software Performance Optimization Senior Engineer

职能机器学习
级别资深
地点Hyderabad, Telangana, India
方式现场办公
类型全职
发布2个月前
立即申请

必备技能

Python

Machine Learning

Company:

Qualcomm India Private Limited:

Job Area:

Engineering Group, Engineering Group > Software Engineering

General Summary:

We are seeking candidates with strong optimized software development knowledge and hands-on experience AI. You will be working in a team responsible for comprehensiveness and enhancement of Performance Optimization tools of state-of-the-art machine learning solutions on Snapdragon platform.You will be working on technical initiatives to continuously benchmark the AI optimization workflow that will serve as relevant, reference case studies for application developers for Windows on Snapdragon. You will drive improvements into the SW stack including SDK, Tools, and documentation that will directly impact the ease of use and performance realization by Windows Application Developers on Snapdragon. You will work closely with development leads, software and hardware architects, customer engineers, and application developers.

Responsibilities:

  • Understand trends in ML model design, and workflow through application developer engagements and latest academic research
  • Continuously measure KPIs for AI development tools on Windows on Snapdragon in terms of level of automation, ease of use, and resulting performance and accuracy preservation
  • Competitive benchmarking of tools and workflow on competitive platforms on state-of-the-art models
  • Enhancement of AI performance debug, analysis, and optimization tools for AI application development for Windows on Snapdragon so that Application Developers have nil to very low barrier to entry for Windows on Snapdragon
  • Interface with 3rd party application developers and other cross-site and cross-functional teams to arrive at best-in-class performant tools, and documentation that are directly leveraged by 3rd party app developers for Windows on Snapdragon
  • Contribute new features and designs to the Qualcomm AI toolkit to enhance the workflow experience of Application Developers

Skills and Experience:

  • 2-5 years’ experience in AI application development
  • Experience in building LLM applications using AI/ML tools/workflow preferably on Windows on CPU, GPU, NPU
  • Ability to code in C, C++, and Python
  • Experience with performance optimization of AI on GPU, NPU, CPU a plus
  • Strong communication skills (written and verbal)
  • Demonstrated ability to learn, think and adapt in a fast-changing environment

Minimum Qualifications:

  • Bachelor's degree in Engineering, Information Systems, Computer Science, or related field and 2+ years of Software Engineering or related work experience. OR
    Master's degree in Engineering, Information Systems, Computer Science, or related field and 1+ year of Software Engineering or related work experience.
    OR
    PhD in Engineering, Information Systems, Computer Science, or related field.

  • 2+ years of academic or work experience with Programming Language such as C, C++, Java, Python, etc.

Applicants: Qualcomm is an equal opportunity employer. If you are an individual with a disability and need an accommodation during the application/hiring process, rest assured that Qualcomm is committed to providing an accessible process. You may e-mail disability-accomodations@qualcomm.com or call Qualcomm's toll-free number found here. Upon request, Qualcomm will provide reasonable accommodations to support individuals with disabilities to be able participate in the hiring process. Qualcomm is also committed to making our workplace accessible for individuals with disabilities. (Keep in mind that this email address is used to provide reasonable accommodations for individuals with disabilities. We will not respond here to requests for updates on applications or resume inquiries).

Qualcomm expects its employees to abide by all applicable policies and procedures, including but not limited to security and other requirements regarding protection of Company confidential information and other confidential and/or proprietary information, to the extent those requirements are permissible under applicable law.

To all Staffing and Recruiting Agencies: Our Careers Site is only for individuals seeking a job at Qualcomm. Staffing and recruiting agencies and individuals being represented by an agency are not authorized to use this site or to submit profiles, applications or resumes, and any such submissions will be considered unsolicited. Qualcomm does not accept unsolicited resumes or applications from agencies. Please do not forward resumes to our jobs alias, Qualcomm employees or any other company location. Qualcomm is not responsible for any fees related to unsolicited resumes/applications.

If you would like more information about this role, please contact Qualcomm Careers.

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关于Qualcomm

Qualcomm

Qualcomm

Public

Inventing the technologies the world loves.

10,001+

员工数

San Diego

总部位置

$136B

企业估值

评价

3条评价

3.0

3条评价

工作生活平衡

3.0

薪酬

2.0

企业文化

2.5

职业发展

3.5

管理层

2.0

45%

推荐率

优点

Opportunity to work at reputable company

Interesting work and new skill development

Strong brand name recognition

缺点

Low compensation compared to market rates

Poor communication from employees

No benefits provided

薪资范围

21个数据点

Junior/L3

Junior/L3 · Data Scientist

0份报告

$196,000

年薪总额

基本工资

$150,000

股票

$33,000

奖金

$13,000

$166,600

$225,400

面试评价

8条评价

难度

2.8

/ 5

时长

14-28周

面试流程

1

Application Review

2

Recruiter Screen

3

Technical Phone Screen

4

Onsite/Virtual Interviews

5

Team Matching

6

Offer

常见问题

Coding/Algorithm

Technical Knowledge

System Design

Behavioral/STAR

Past Experience