The Robotics Engineer Skill Set Is Changing. Here’s What Senior Engineers Need Now

AI can accelerate coding, simulation can accelerate testing, and new tools can shorten development cycles, but someone still has to understand the system well enough to know whether the result will work outside the virtual environment.