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Qualcomm
Qualcomm

Inventing the technologies the world loves.

Data Compression Research Engineer

职能机器学习
级别中级
地点Taipei, Taipei City, Taiwan
方式现场办公
类型全职
发布6个月前
立即申请

必备技能

Python

Machine Learning

Company:

Qualcomm Semiconductor Limited:

Job Area:

Engineering Group, Engineering Group > Video Standards Engineering

General Summary:

Qualcomm's Multimedia R&D and Standards Group is seeking candidates for the position of Data Compression Research Engineer with a focus on compression algorithms for neural network and multimedia systems. You will join a world-renowned team of experts who develop algorithms, hardware architectures, and systems for video and data compression. You will participate in the design, implementation and evaluation of state-of-the-art real-time ultra-low latency hardware data compression codecs and will work with hardware and software SOC teams to further optimize developed solutions based on feedback from internal and external customers. The ideal candidate will be a highly self-directed individual with strong creative and analytic skills, and a passion for machine learning and compression technologies.

We are considering candidates with various levels of experience.

Responsibilities:

· Contribute to the conception, development, implementation, and optimization of new algorithms delivering improved compression, both lossy and lossless, for various data sources and formats.

· Manage design trade-offs between compression performance and hardware complexity.

· Participate in the design and implementation of the next generation of Snapdragon solutions.

· Collaborate with global technology teams to collect and understand compression needs to define codec tool requirements.

All Qualcomm employees are expected to actively support diversity on their teams, and in the company.

Ideal candidate would have the skills/experience below:

  • Industry or academic experience required in one or more of the following areas: digital signal processing, image/video processing, image/video compression or information theory.

  • Knowledge of computer architecture and hardware design. Knowledge of quantitatively assessing hardware implementation requirements of algorithms preferred.

  • Record of innovation: publications or granted patents in the areas of data compression, including video and image coding, digital signal processing, or information theory.

  • Proficiency in programming and debugging using C/C++, Python, and MATLAB.

  • Strong written and verbal English communication skills, great work ethic, and ability to work in a team environment to accomplish common goals.

Minimum Qualifications:

  • PhD or Masters degree in Electrical Engineering, Computer Science, Physics, Mathematics, or similar fields.

  • 1+ years of experience with programming language such as C, C++, Python, MATLAB, etc.

Minimum Qualifications:

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

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