2 days old

Camera Software Systems Engineer - Machine learning Staff

Qualcomm Inc.
Bangalore
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Company:

Qualcomm India Private Limited

Job Area:

Engineering Group, Engineering Group > Systems Engineering

Job Overview:

Qualcomm is a company of inventors that unlocked 5G ushering in an age of rapid acceleration in connectivity and new possibilities that will transform industries, create jobs, and enrich lives. But this is just the beginning. It takes inventive minds with diverse skills, backgrounds, and cultures to transform 5Gs potential into world-changing technologies and products. This is the Invention Age - and this is where you come in.

GENERAL SUMMARY

Qualcomm is the innovation leader in the area of integrated chipsets that power advanced mobile devices, XR/IoT/Automotive & compute platforms. We are building on and expanding our reputation as the industry powerhouse for innovation in both wireless technologies and enabling advanced multimedia capabilities. Join Qualcomm India and become part of the growing multimedia systems team that innovates to bring the higher performance on mobile multimedia capabilities at the lowest power consumption and device cost, while providing the strongest feature differentiation. We are seeking experienced system engineers for our cutting-edge efforts in the imaging algorithms based on signal processing and machine learning techniques. Successful candidates will be part of a systems and R&D team that develops embedded camera and imaging solutions, image signal processor (ISP), video codec hardware as well as advanced algorithms for computer vision and image/video processing.
Key job responsibilities may include a subset of the following:
\tBuild software that runs cutting-edge machine learning algorithms for pictures and camera processing on embedded platforms
\tAdapt and optimize codes for run-time, memory footprint, data traffic, power
\tPropose system and algorithmic design changes to improve machine learning inference speed
\tPrototype ideas for proof of concept and demonstration purposes
\tCreate tools to manage and process data, run calibration, and enable deployment of solutions at scale
\tDeveloping machine learning algorithms for advanced imaging features (low-light, next-generation sensors, vision and scene understanding etc.)

Minimum qualifications:
\tBachelor's OR Masters degree in Science, Engineering, or related field, with 3+ years working experience in machine learning and deep network architectures
\tWorking experience with machine learning framework/packages (e.g, PyTorch, TensorFlow, Keras etc.)
\t8+ years of embedded software experience in cameras and imaging
\tStrong background in image and signal processing, statistics, and data analysis.
\tStrong programming skills and working experience in C/C++ and Python.

Preferred qualifications:
\tBackground in color science, and image signal processor pipelines
\tKnowledge/working experience in computer vision algorithms

Educational requirements:
\tRequired: Bachelors or Masters, Computer Engineering and/or Computer Science and/or Electrical Engineering
\tPreferred: Doctorate, Computer Engineering and/or Computer Science and/or Electrical Engineering

Keywords: Machine learning, Image Processing, Camera, ISP, Optimization, Computer Vision

Qualcomm is the innovation leader in the area of integrated chipsets that power advanced mobile devices, XR/IoT/Automotive & compute platforms. We are building on and expanding our reputation as the industry powerhouse for innovation in both wireless technologies and enabling advanced multimedia capabilities. Join Qualcomm India and become part of the growing multimedia systems team that innovates to bring the higher performance on mobile multimedia capabilities at the lowest power consumption and device cost, while providing the strongest feature differentiation. We are seeking experienced system engineers for our cutting-edge efforts in the imaging algorithms based on signal processing and machine learning techniques. Successful candidates will be part of a systems and R&D team that develops embedded camera and imaging solutions, image signal processor (ISP), video codec hardware as well as advanced algorithms for computer vision and image/video processing.
Key job responsibilities may include a subset of the following:
Build software that runs cutting-edge machine learning algorithms for pictures and camera processing on embedded platforms
Adapt and optimize codes for run-time, memory footprint, data traffic, power
Propose system and algorithmic design changes to improve machine learning inference speed
Prototype ideas for proof of concept and demonstration purposes
Create tools to manage and process data, run calibration, and enable deployment of solutions at scale
Developing machine learning algorithms for advanced imaging features (low-light, next-generation sensors, vision and scene understanding etc.)

Minimum qualifications:
Bachelor's OR Masters degree in Science, Engineering, or related field, with 3+ years working experience in machine learning and deep network architectures
Working experience with machine learning framework/packages (e.g, PyTorch, TensorFlow, Keras etc.)
8+ years of embedded software experience in cameras and imaging
Strong background in image and signal processing, statistics, and data analysis.
Strong programming skills and working experience in C/C++ and Python.

Preferred qualifications:
Background in color science, and image signal processor pipelines
Knowledge/working experience in computer vision algorithms

Educational requirements:
Required: Bachelors or Masters, Computer Engineering and/or Computer Science and/or Electrical Engineering
Preferred: Doctorate, Computer Engineering and/or Computer Science and/or Electrical Engineering

Keywords: Machine learning, Image Processing, Camera, ISP, Optimization, Computer Vision

Minimum Qualifications

Education:

Bachelors - Computer Science, Bachelors - Engineering, Bachelors - Information Systems

Work Experiences:

5+ years of Systems engineering or related work experience.

Certifications:

Skills:

Machine Learning

Preferred Qualifications

Education:

Work Experiences:

3+ years experience working in a large matrixed organization. ,3+ years experience with Development Environment Software such as Apache Maven, Ruby, etc. ,8+ years Systems Engineering or related work experience.

Certifications:

Skills:

Applicants: If you need an accommodation, during the application/hiring process, you may request an accommodation by sending email toaccommodationsupport

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.


We are engineers, scientists and business strategists. We are from many different countries and speak many different languages. We come from diverse cultures and have unique perspectives. Together, we focus on a single goalwe invent breakthrough technologies that transform how the world connects, computes, and communicates.

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Posted: 2021-06-11 Expires: 2021-07-12
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Camera Software Systems Engineer - Machine learning Staff

Qualcomm Inc.
Bangalore

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