Senior Computer Vision Engineer

4 weeks ago

Troy, Michigan, United States Magna International Full time
About the Role

We are seeking a highly skilled Senior Computer Vision Engineer to join our team at Magna International. As a key member of our perception group, you will be responsible for developing and implementing cutting-edge computer vision software for 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 instrumental in making autonomous driving reliable and safe.

Key Responsibilities:
  • Evaluate technologies and product designs with compliance to scientific principles, engineering principles, company standards, customer requirements, and related specifications.
  • Support the development of innovative components and modules from the initial concept phase through the complete development process, including design engineering, validation, prototyping, testing, and evaluation of the proposed production-capable process and business case.
  • Contribute to team effort by providing innovative ideas for products and processes and by 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 innovation project schedule by monitoring project progress, co-coordinating activities, calculating time requirements, sequencing project elements, and resolving problems.
  • Specify requests and coordinate all sub-contracted work (i.e., S/W development, prototyping, validation, testing) and assure timely completion.

Requirements
  • 7+ years of 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.
  • 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.

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. Because we believe that your career path should be as unique as you are.

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