This isn't about knowledge. If you can't compute that a 32-bit integer is 4 bytes, or have the knowledge that an int in c# is 32 bits and a long is 64-bits, then no, you don't actually know enough to be on a team. And yes, it does come up and yes, it does matter.

Can you provide some examples where this comes up?