Computer Vision Algorithm Developer
Indexed description
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.
- Bachelor’s degree in Computer Engineering / Software Engineering / Electronics / Computer Science or equivalent (Master’s preferred)
- 4-12 years’ relevant experience regarding the Responsibility / Activities (listed above) in serial development. Automotive electronic (mandatory).
- Core Values
- Magna Charter & Constitution
- Code of Conduct and Ethics (including related Guidelines)
- Quality Policy & Objectives
- Environmental Policy Statement Health & Safety Orientation (including Safety Policy)
- New Hire or New Position Orientation
- Key Customer Specific Requirements (CSR) – as applicable
- Review CSR via SharePoint
- 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
- Knowledge of Signal Processing
- Knowledge of object detection using Yolo/SSD or semantic segmentation using Mask-RCNN/ResNet
- SLAM – Simultaneous Localisation 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 optimisation and porting algorithms to embedded platform based on 32 and 64 bit microcontrollers
- 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
Worker Type
Regular / Permanent
Group
Magna Electronics
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