Research Engineer

7 days ago

Troy, Michigan, United States Magna International Full time
About Us

Magna International is a leading mobility technology company that is revolutionizing the automotive industry. Our mission is to develop innovative technologies, systems, and concepts that make vehicles safer, cleaner, and more accessible to everyone.

Job Summary

We are seeking a highly skilled Research Engineer - Computer Vision Specialist to join our team. As a key member of our perception group, you will be responsible for developing software for computer vision in autonomous mobile robot systems. Your expertise in Visual Simultaneous Localization and Mapping (V-SLAM) and depth estimation using image sequences from multiple cameras will be crucial in making autonomous driving reliable and safe.

Key Responsibilities
  • Evaluate technologies and product designs to ensure compliance with scientific principles, engineering standards, and customer requirements.
  • Support the development of innovative components and modules from concept to production, including design engineering, validation, prototyping, testing, and evaluation.
  • Contribute to team efforts by providing innovative ideas and sharing information with other team members.
  • Analyze engineering results and propose product changes to determine feasibility, improvement of components and systems, and functional/performance specifications.
  • Correlate experimental data to simulation data.
  • Maintain project schedules by monitoring progress, coordinating activities, calculating time requirements, sequencing project elements, and resolving problems.
  • Specify requests and coordinate sub-contracted work, ensuring timely completion.
Requirements
  • Practical experience with SLAM, 3D reconstruction, optical flow, and depth from motion.
  • Experience with Vision/Lidar/Radar sensors.
  • Proficiency in programming languages such as Python, C/C++, etc.
  • Hands-on experience with ROS/ROS2.
  • Hands-on experience with edge devices.
  • Hands-on experience in extrinsic and intrinsic calibration of camera.
  • Practical experience in training and deploying deep learning models.
  • Exposure to any kind of Direct Visual SLAM/Odometry.
  • Exposure to any kind of Photometric Bundle Adjustment.
  • Exposure to one or more of the following deep learning models: semantic segmentation, instance segmentation, panoptic segmentation, monocular depth estimation, key point estimation, optical flow.
  • Exposure to autonomous algorithms including localization, perception, deep learning, tracking, searching, control, and random variable theory.
  • Strong spoken and written English language skills.
Preferred Qualifications
  • Experience in research or development in a technology area related to Autonomous Driving, Robotics, or equivalent combination of education/experience.
  • Master's or higher degree in Engineering, including but not limited to: Computer Vision, Computer Science, Electrical, Robotics, Aerospace, and Mechanical Engineering.
What We Offer

At Magna International, you can expect an engaging and dynamic environment where you can help 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.

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