No it's simply a big number. We are stuck with it due to history, but at its core it's a dimensionless quantity. You can do every single calculation without moles. Sure, yo may have to adjust some constants (boltzman constant vs gas constant for example), but it's not a unit in the same sense a meter or a second is.