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Magna International

Computer Vision Algorithm Development

Job Posted 2 Days Ago Posted 2 Days Ago
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Hybrid
Bangalore, Bengaluru, Karnataka
Senior level
Hybrid
Bangalore, Bengaluru, Karnataka
Senior level
The Vision Algorithms Engineer develops real-time image processing and computer vision algorithms for automotive drive assistance systems from concept to production. This includes designing, implementing, testing, and debugging algorithms, adhering to software development processes, and supporting various functional disciplines.
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What we offer:
At Magna, you can expect an engaging and dynamic environment where you can help to develop industry-leading automotive technologies. We invest in our employees, providing them with the support and resources they need to succeed. As a member of our global team, you can expect exciting, varied responsibilities as well as a wide range of development prospects. Because we believe that your career path should be as unique as you are.
Group Summary:
Transforming mobility. Making automotive technology that is smarter, cleaner, safer and lighter. That's what we're passionate about at Magna Electronics, and we do it by creating world-class Electronic systems. We are a premier supplier for the global automotive industry with full capabilities in design, development, testing and manufacturing of complex Electronic systems. Our name stands for quality, environmental consciousness, and safety. Innovation is what drives us and we drive innovation. Dream big and create the future of mobility at Magna Electronics.
Job Responsibilities:
JOB SUMMARY
The Vision Algorithms Engineer is responsible for development of state-of-the-art camera based real time image processing and computer vision algorithms for Drive Assistance Systems from concept phase to production.
JOB FUNCTIONS (ESSENTIAL)

  • Development (design, implement, test and debug) of algorithms for core and/or application specific software requirements for automotive embedded electronic module serial production projects
  • Develop software in compliance with a formal ASPICE/CMMi based Global Product Engineering Process (GPEP).
  • Verify algorithms at component and bench level
  • Support rest of the functional disciplines with all aspects related to algorithms
  • Perform detailed work assignments provided by the mentor or team member, by applying established and well-defined software engineering techniques.
  • Work assignments primarily involve intermediate work.
  • Performs other duties as necessary in support of business objectives. Ensures that facilities are in full compliance with all safety regulations.
  • Maintains regular attendance.
  • Follows safe work procedures; Uses appropriate personal protective equipment (PPE); Uses workplace tools and equipment as instructed; Reports workplace hazards, injuries and illness as soon as possible following event.
  • Complies with the requirements of Quality Operating System (QOS)
  • Mandatory and Desirable technical skills are listed in technical section below.


JOB REQUIREMENTS
Education/Experience

  • Bachelor's degree in Computer Engineering / Software Engineering / Electronics / Computer Science or equivalent (Master's preferred)
  • 6-12 years' relevant experience regarding the Responsibility / Activities (listed above) in serial development. Automotive electronic (mandatory).


Technical
Must Have

  • Knowledge of product development engineering practices in automotive field
  • Strong working knowledge of conventional image processing and imaging Algorithms
  • Strong experience of C++ programming language
  • Working knowledge in development of portable, reusable and modular software in automotive environment.
  • Experience in using a disciplined software development process based on ASPICE or CMMi process model
  • Knowledge of structured problem solving (8D) methods and/or techniques
  • Strong Troubleshooting and debugging skills


Desirable

  • Knowledge of Signal Processing
  • Knowledge of object detection using Yolo/SSD or semantic segmentation using Mask-RCNN/ResNet
  • SLAM - Simultaneous Localization and Mapping
  • DL (Deep learning) based algorithm development in Imaging domain
  • Knowledge of structured problem solving (8D) methods and/or techniques
  • Knowledge of Model based Design and Development
  • Working knowledge of MathWorks based tools (Matlab, Simulink)
  • Working knowledge of optimization and porting algorithms to embedded platform based on 32- and 64-bit microcontrollers


Computer

  • Knowledge of MS Office package (especially Excel)
  • Knowledge of analysis and engineering tools such as version control/configuration management, UML tools, static code check tools
  • Working knowledge of configuration management (preferably PTC/MKS), project monitoring and control techniques


Awareness, Unity, Empowerment:
At Magna, we believe that a diverse workforce is critical to our success. That's why we are proud to be an equal opportunity employer. We hire on the basis of experience and qualifications, and in consideration of job requirements, regardless of, in particular, color, ancestry, religion, gender, origin, sexual orientation, age, citizenship, marital status, disability or gender identity. Magna takes the privacy of your personal information seriously. We discourage you from sending applications via email to comply with GDPR requirements and your local Data Privacy Law.
Worker Type:
Regular / Permanent
Group:
Magna Electronics

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