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Qualcomm
Qualcomm

Inventing the technologies the world loves.

R&D – Automotive Product Performance Engineer

職種機械学習
経験ミドル級
勤務地Shanghai, China
勤務オンサイト
雇用正社員
掲載5ヶ月前
応募する

必須スキル

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について

Qualcomm

Qualcomm

Public

Inventing the technologies the world loves.

10,001+

従業員数

San Diego

本社所在地

$136B

企業価値

レビュー

3件のレビュー

3.0

3件のレビュー

ワークライフバランス

3.0

報酬

2.0

企業文化

2.5

キャリア

3.5

経営陣

2.0

45%

知人への推奨率

良い点

Opportunity to work at reputable company

Interesting work and new skill development

Strong brand name recognition

改善点

Low compensation compared to market rates

Poor communication from employees

No benefits provided

給与レンジ

21件のデータ

Junior/L3

Junior/L3 · Data Scientist

0件のレポート

$196,000

年収総額

基本給

$150,000

ストック

$33,000

ボーナス

$13,000

$166,600

$225,400

面接レビュー

レビュー8件

難易度

2.8

/ 5

期間

14-28週間

面接プロセス

1

Application Review

2

Recruiter Screen

3

Technical Phone Screen

4

Onsite/Virtual Interviews

5

Team Matching

6

Offer

よくある質問

Coding/Algorithm

Technical Knowledge

System Design

Behavioral/STAR

Past Experience