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Computer Vision Algorithm Developer

Computer Vision Algorithm Developer

ConfidentialBengaluru / Bangalore
7 days ago
Job description

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)
  • 3-12 years relevant experience regarding the Responsibility / Activities (listed above) in serial development. Automotive electronic (mandatory).
  • KNOWLEDGE AND SKILLS

    Magna Policies and Processes -

  • 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
  • Customer -

  • Key Customer Specific Requirements (CSR) - as applicable
  • Review CSR via SharePoint
  • 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 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
  • 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
  • Skills Required

    Product Engineering, Uml, Image Processing, Simulink, Matlab, Signal Processing

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