General Motors
Senior Robotics Engineer - Perception/Computer Vision
General Motors, Warren, Michigan, United States, 48088
Job Description
Onsite - This position requires the employee to be onsite full time. The primary work location will be at the General Motors Global Technical Center in Warren, MI. The role is to seek a Senior Robotics Engineer, Perception/Computer Vision to join our Advanced Development team within the Autonomous Robotics Center (ARC). In this role, you will develop perception features to enable robots with advanced capabilities such as object detection, obstacle avoidance, path optimization and manipulation. This role involves a combination of artificial intelligence and computer vision techniques applied to real-world scenarios in dynamic manufacturing environments. Joining our ARC organization will provide you with the opportunity to work on cutting-edge technologies, contribute to innovation, and collaborate with a diverse team of experts. You will play a key role in advancing our automation capabilities and ensuring that our electronic systems are at the forefront of the industry. What you will do: Design, develop, and implement perception algorithms for segmentation, scene understanding, object detection and localization, classification, dynamic tracking, etc. Integrate AI and computer vision algorithms with ROS (Robot Operating System) for real-time deployment on autonomous robots, e.g. mobile manipulator. Design and maintain cloud-based pipelines for data collection, annotation, preprocessing, model training, and evaluation. Collaborate with high-caliber teams of hardware engineers, software engineers, and domain experts to integrate with mapping, motion planning and controls. Develop offline tools to test and validate perception models in both simulation and real-world environments. Stay updated with emerging technologies and best practices in robotic perception and lead and participate academic/industrial collaborations. Generate intellectual property, document results and publish papers Your Skills & Abilities (Required Qualifications)
3+ years of professional experience with a proven track record of developing and deploying AI/ML, perception, computer vision (e.g. mono and stereo cameras, RGB-D, event camera, LiDAR, etc) on robotic systems. Proficiency in Python or C++ with hands-on experience on deep learning frameworks such as TensorFlow and PyTorch. Solid understanding of robotics fundamentals, perception and navigation methods (e.g. SLAM, planning) and their typical strengths & shortcomings. Master's in Computer Science, Electrical Engineering, Robotics, or a related field (or Bachelor's degree with exceptional professional experience) What Will Give You A Competitive Edge (Preferred Qualifications)
PhD in Computer Science, Machine Learning, Robotics, Computer Vision or a related research field. Hands-on robotics experience, such as autonomous vehicles (AV), ADAS, or industrial automation systems in manufacturing environments. Experience with robotics frameworks such as ROS/ROS2, (e.g., Nav2, MoveIt). Understanding of CI/CD pipelines and modern software development practices. Passionate about robotics, with a strong desire to accelerate the application of robotics with AI. About GM
Our vision is a world with Zero Crashes, Zero Emissions and Zero Congestion and we embrace the responsibility to lead the change that will make our world better, safer and more equitable for all. Why Join Us
We believe we all must make a choice every day
individually and collectively
to drive meaningful change through our words, our deeds and our culture. Every day, we want every employee to feel they belong to one General Motors team. Benefits Overview
From day one, we're looking out for your well-being
at work and at home
so you can focus on realizing your ambitions. Learn how GM supports a rewarding career that rewards you personally. Non-Discrimination and Equal Employment Opportunities (U.S.)
General Motors is committed to being a workplace that is not only free of unlawful discrimination, but one that genuinely fosters inclusion and belonging. All employment decisions are made on a non-discriminatory basis. Accommodations
General Motors offers opportunities to all job seekers including individuals with disabilities. If you need a reasonable accommodation to assist with your job search or application for employment, email us or call us at 800-865-7580.
Onsite - This position requires the employee to be onsite full time. The primary work location will be at the General Motors Global Technical Center in Warren, MI. The role is to seek a Senior Robotics Engineer, Perception/Computer Vision to join our Advanced Development team within the Autonomous Robotics Center (ARC). In this role, you will develop perception features to enable robots with advanced capabilities such as object detection, obstacle avoidance, path optimization and manipulation. This role involves a combination of artificial intelligence and computer vision techniques applied to real-world scenarios in dynamic manufacturing environments. Joining our ARC organization will provide you with the opportunity to work on cutting-edge technologies, contribute to innovation, and collaborate with a diverse team of experts. You will play a key role in advancing our automation capabilities and ensuring that our electronic systems are at the forefront of the industry. What you will do: Design, develop, and implement perception algorithms for segmentation, scene understanding, object detection and localization, classification, dynamic tracking, etc. Integrate AI and computer vision algorithms with ROS (Robot Operating System) for real-time deployment on autonomous robots, e.g. mobile manipulator. Design and maintain cloud-based pipelines for data collection, annotation, preprocessing, model training, and evaluation. Collaborate with high-caliber teams of hardware engineers, software engineers, and domain experts to integrate with mapping, motion planning and controls. Develop offline tools to test and validate perception models in both simulation and real-world environments. Stay updated with emerging technologies and best practices in robotic perception and lead and participate academic/industrial collaborations. Generate intellectual property, document results and publish papers Your Skills & Abilities (Required Qualifications)
3+ years of professional experience with a proven track record of developing and deploying AI/ML, perception, computer vision (e.g. mono and stereo cameras, RGB-D, event camera, LiDAR, etc) on robotic systems. Proficiency in Python or C++ with hands-on experience on deep learning frameworks such as TensorFlow and PyTorch. Solid understanding of robotics fundamentals, perception and navigation methods (e.g. SLAM, planning) and their typical strengths & shortcomings. Master's in Computer Science, Electrical Engineering, Robotics, or a related field (or Bachelor's degree with exceptional professional experience) What Will Give You A Competitive Edge (Preferred Qualifications)
PhD in Computer Science, Machine Learning, Robotics, Computer Vision or a related research field. Hands-on robotics experience, such as autonomous vehicles (AV), ADAS, or industrial automation systems in manufacturing environments. Experience with robotics frameworks such as ROS/ROS2, (e.g., Nav2, MoveIt). Understanding of CI/CD pipelines and modern software development practices. Passionate about robotics, with a strong desire to accelerate the application of robotics with AI. About GM
Our vision is a world with Zero Crashes, Zero Emissions and Zero Congestion and we embrace the responsibility to lead the change that will make our world better, safer and more equitable for all. Why Join Us
We believe we all must make a choice every day
individually and collectively
to drive meaningful change through our words, our deeds and our culture. Every day, we want every employee to feel they belong to one General Motors team. Benefits Overview
From day one, we're looking out for your well-being
at work and at home
so you can focus on realizing your ambitions. Learn how GM supports a rewarding career that rewards you personally. Non-Discrimination and Equal Employment Opportunities (U.S.)
General Motors is committed to being a workplace that is not only free of unlawful discrimination, but one that genuinely fosters inclusion and belonging. All employment decisions are made on a non-discriminatory basis. Accommodations
General Motors offers opportunities to all job seekers including individuals with disabilities. If you need a reasonable accommodation to assist with your job search or application for employment, email us or call us at 800-865-7580.