Multi-dimensional competency assessment for the Robotics Engineer role — Cognitive Aptitude (numerical & logical reasoning), Role Knowledge, Situational Judgement. Proctored; produces a competency profile, not a single MCQ score. Skills assessed: Robot Operating System (ROS), C++ programming, Python programming, kinematics and dynamics modeling, sensor integration (e.g., LiDAR, IMU), embedded systems development, control algorithms implementation, computer vision (e.g., OpenCV).
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