That delay is mostly predictable and so you can account for it. You still will be off by a few (I'm not sure what unit, but fraction of a second) as the speed of light in the atmosphere is not a constant. You can figure out the current speed of light in the atmosphere, as well but that requires a lot of complex hardware.
I’ve observed the time signal being off by several seconds even before the 2018 transition.