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职位Qualcomm

Camera Systems Engineer

Qualcomm

Camera Systems Engineer

Qualcomm

San Diego, California, United States of America

·

On-site

·

Full-time

·

8mo ago

必备技能

Python

PyTorch

TensorFlow

Machine Learning

Company:

Qualcomm Technologies, Inc.

Job Area:

Engineering Group, Engineering Group > Camera Engineering

General Summary:

Qualcomm Camera System Team is seeking a passionate camera systems engineer with focus in Image Quality Evaluation to join the team in San Diego. The camera team creates embedded imaging solutions for Snapdragon chipsets that power modern mobile devices. Our solutions leverage dedicated hardware, multi-core processors, DSP, and GPU to deliver exceptional pictures, videos, and computer vision capabilities.

Responsibilities for the position include the following:

  • Image Quality (IQ) Evaluation System development for Mobile photo camera, Automotive camera, and IoT Product Camera. The IQ areas include tone/exposure, color and white balance, texture/details, noise, depth and Bokeh, resolution, visual artifacts in photo and video. The IQ Evaluation System development consists of the following activities:Define and generate the dataset and IQ aspects/metrics for given camera imaging features (e.g. HDR, Noise Reduction, Depth/Bokeh)
  • Develop the SW tools for the lab test automation, metric analysis, and report generation
  • Image Quality (IQ) Evaluation for internal camera solutions:Perform the IQ evaluation for the internal camera solutions, including the fundamental Imaging Blocks (e.g. Denoising and Sharpening, Tone Mapping, 3A), and the various advanced Imaging Features (e.g. HDR, Depth and Bokeh, Super Resolution). The solutions to be tested can be traditional imaging algorithms or modern machine-learning based features.
  • Generate the IQ Evaluation report and communicate with the solution/feature development teams with the IQ evaluation results to improve IQ features

The key qualification for this position will include the followings:

  • Good understanding of various camera imaging algorithms (e.g. Denoising and sharpening, 3A, color management, depth and bokeh, multi-frame/multi-exposure processing)
  • Good understanding of Image Quality (IQ) aspects, IQ evaluation methodologies and metrics Knowledge/experience in designing and setting-up the camera IQ lab test, and real-life test scenarios
  • Knowledge/experience in developing objective IQ metrics
  • Knowledge/experience in machine learning algorithm for computer vision or computational photography
  • Knowledge in camera sensor and modules
  • Strong programming skill in MATLAB, Python, and C/C++
  • Strong communication skill in generating IQ reports and communicating with the development team

Minimum Qualifications

Education:

  • Bachelors in Computer Science or Electrical Engineering

Work Experiences:

  • 2+ years in Image Processing, Camera HW or SW development for mobile phone camera, Automotive camera, IoT camera, or related work experience.

Skills:

  • Digital Image Processing
  • Machine Learning with Py Torch or Tensorflow
  • Programming in MATLAB, Python, or C/C++

Preferred Qualifications

Education:

  • MS or Ph

D in Computer Science or Electrical Engineering:

Work Experiences:

  • 5+ years in Image Processing, Computer Vision, Camera HW or SW development or related work experience, including Imaging algorithm development for denoising and sharpening, color management, 3A
  • Computational Photography algorithm development
  • Depth estimation algorithm development
  • Machine Learning algorithm development for camera imaging pipe and/or image processing features
  • Machine Learning algorithm development for computer vision
  • Camera IQ Tuning for color, tone mapping, noise, texture/sharpness, exposure control, white balance

Skills:

  • Camera Image Processing and Color Management
  • Machine Learning with Py Torch or Tensorflow for image processing and computer vision

Minimum Qualifications:

  • Bachelor's degree in Computer Engineering, Computer Science, Electrical Engineering, or related field.

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).

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.

EEO Employer: Qualcomm is an equal opportunity employer; all qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, Veteran status, or any other protected classification.

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.

Pay range and Other Compensation & Benefits:

$99,400.00 - $149,200.00

The above pay scale reflects the broad, minimum to maximum, pay scale for this job code for the location for which it has been posted. Even more importantly, please note that salary is only one component of total compensation at Qualcomm. We also offer a competitive annual discretionary bonus program and opportunity for annual RSU grants (employees on sales-incentive plans are not eligible for our annual bonus). In addition, our highly competitive benefits package is designed to support your success at work, at home, and at play. Your recruiter will be happy to discuss all that Qualcomm has to offer – and you can review more details about our US benefits at this link.

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

3.7

10条评价

工作生活平衡

2.8

薪酬

3.5

企业文化

3.2

职业发展

3.8

管理层

2.5

65%

推荐给朋友

优点

Good benefits and compensation

Challenging and interesting work

Great team and colleagues

缺点

Management and leadership issues

Work-life balance concerns

Toxic culture/micromanagement

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

面试经验

9次面试

难度

2.6

/ 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