Computer Vision Algorithm Developer

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)

• 4-12 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