Aptiv Pittsburgh, PA, US
What You'll Do: Develop perception algorithms to detect and identify objects, etc. for autonomous driving systems. Collect data and analyze results of benchmarks, road, and regression tests. Partner with colleagues to design innovative algorithms in motion planning, and control. Integrate perception software into prototype autonomous driving systems. What You'll Bring: Bachelor’s degree in Robotics, ECE, Computer Science, or a related field; Master’s or PhD strongly preferred. Experience with Radar, LiDAR, computer vision, sensor fusion, probabilistic perception, point cloud processing, object tracking, data association, optimization, and/or machine learning is a plus. 5+ years of experience in C++, Python or other programming language. Experience with MATLAB. Experience with mathematical modeling. Strong problem solving skills with ability to learn. Strong communication and interpersonal skills. Flexible and creative thinking.