Hi,
I had this high pitch noise as well when the unit was off. See my thread,
https://communities.intel.com/message/214710#214710
I returned the NUC as faulty and haven't bought another one just yet. I am afraid this noise is present in all the units and most people are just not aware of it.
Shailen.