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지금 많이 보는 기업

Qualcomm
Qualcomm

Inventing the technologies the world loves.

R&D – Automotive Product Performance Engineer

직무머신러닝
경력미들급
위치Shanghai, China
근무오피스 출근
고용정규직
게시5개월 전
지원하기

필수 스킬

Linux

Machine Learning

Company:

Qualcomm China

Job Area:

Engineering Group, Engineering Group > Software Engineering

General Summary:General Summary:

You will be responsible for optimizing performance & root-causing performance-related issues when use-cases are running on Snapdragon Automotive chipsets.

Responsibilities include:

  • Profile, analyze the traces and optimize the performance of complex concurrent applications running on OSes such as QNX, Linux and Android running Natively as well as in virtual environments on Qualcomm Automotive platforms.
  • Enable new use-cases & benchmarks on Auto platforms working with multiple HW & SW teams.
  • Use Performance tools to analyze the load patterns across IPs and identify performance bottlenecks in system.
  • Analyze Performance KPIs of Automotive use-cases such as Booting, Multimedia (Camera, Display, Video playback), ADAS (Front and Surround camera perception, Driver Monitoring, Parking stack), Maps & Navigation, Rear-seat entertainment etc. Correlate performance with projections from the systems team.
  • Use deep systems understanding to fine-tune HW & SW knobs (voltages, frequencies, boot options & features, QoS and NoC configurations, stack parameters) to optimize for performance.
  • Maintain & publish a performance dashboard across all critical use-cases.
  • Work with CE teams and customers to root-cause performance issues and lead deep-dive debugs of customer use-cases in HW.
  • Collaborate with cross-functional global teams to plan, execute performance activities on Auto chipsets as well make recommendations for next generation chipsets.
  • Evaluate and characterize performance at various junction temperatures and optimize to run at high ambient temperatures.
  • Evaluate impact on System Power due to power / thermal features and make recommendations to optimize thermal behavior.
  • Enable Proof-of-Concepts working with partner teams, CE and customers.
  • Work with CA team to conduct performance comparison with competitive solutions.

Minimum Qualifications:

Bachelor's degree in Engineering, Information Systems, Computer Science, or related field and 8+ years of Systems Engineering or related work experience.

OR

Master's degree in Engineering, Information Systems, Computer Science, or related field and 5+ years of Systems Engineering or related work experience.

Preferred Qualifications:

10+ years of industry experience in the following:

  • Strong debugging\SW development experience in debugging systems and software issues preferably on Automotive\Mobile\IoT chipsets.
  • Knowledge of Hypervisors.
  • Understanding of compiler optimizations.
  • Quick learner and able to adapt to new technologies such as ADAS, Functional safety, Different OSes.
  • Must have excellent communication and presentation skills.
  • Working knowledge of Machine Learning and hardware accelerators.
  • Have strong working knowledge on various IP cores like CPU, GPU, DDR, DSP and have ability to assess the performance with benchmarks like Dhrystone, Antutu, Geek Bench, Gfx Bench, Spect Int etc.

Additional skills in the following areas are preferred:

  • Basic Knowledge on any multimedia frameworks like OpenGL/ES and OpenCL is plus.
  • Knowledge on Computer architecture or Bus/NOC profiling is big plus.
  • Strong knowledge of ML and NSP is a big plus
  • Exposure to Automotive operating systems like AGL/QNX/Hypervisor & experience working on any Automotive applications.
  • Experience in PoC development and competitive analysis Knowledge on Voltage/Power/Thermal domain is plus.

Keywords

Architecture Performance, System Performance, Automotive Performance, Benchmarks, Thermal Performance, UX optimization, QNX, Hypervisor, Application Development, ADAS, Automotive

Level of Responsibility:

  • Requires verbal and written communication skills to convey highly complex and/or detailed information.

  • Tasks often require multiple steps which can be performed in various orders; extensive planning, problem-solving, and prioritization must occur to complete the tasks effectively.

Minimum Qualifications:

  • Bachelor's degree in Engineering, Information Systems, Computer Science, or related field and 4+ years of Software Engineering or related work experience. OR
    Master's degree in Engineering, Information Systems, Computer Science, or related field and 3+ years of Software Engineering or related work experience.
    OR
    PhD in Engineering, Information Systems, Computer Science, or related field and 2+ years of Software Engineering or related work experience.

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

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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Qualcomm 소개

Qualcomm

Qualcomm

Public

Inventing the technologies the world loves.

10,001+

직원 수

San Diego

본사 위치

$136B

기업 가치

리뷰

3개 리뷰

3.0

3개 리뷰

워라밸

3.0

보상

2.0

문화

2.5

커리어

3.5

경영진

2.0

45%

지인 추천률

장점

Opportunity to work at reputable company

Interesting work and new skill development

Strong brand name recognition

단점

Low compensation compared to market rates

Poor communication from employees

No benefits provided

연봉 정보

21개 데이터

Junior/L3

Junior/L3 · Data Scientist

0개 리포트

$196,000

총 연봉

기본급

$150,000

주식

$33,000

보너스

$13,000

$166,600

$225,400

면접 후기

후기 8개

난이도

2.8

/ 5

소요 기간

14-28주

면접 과정

1

Application Review

2

Recruiter Screen

3

Technical Phone Screen

4

Onsite/Virtual Interviews

5

Team Matching

6

Offer

자주 나오는 질문

Coding/Algorithm

Technical Knowledge

System Design

Behavioral/STAR

Past Experience