One example that is stuck in my mind is this ex coworker who during the interview kept messing up orders of magnitudes for some quantities during a simple back of the napkin calculation: specifically, he didn't have a clear pulse on the difference between nanoseconds and milliseconds, which is essential in the domain I'm working (system engineering - distributed systems).