Very weird! When I opened Airport Utility from the iMac which runs Sierra - and configured the 5GHz from it - then I was able to detect it.
Very strange because I tried re configuring the Airport Extreme from a mac mini running El Cap. and still I wasn't able to detect from Sierra the 5GHz signal.
Just an FYI in case someone runs into the same weird thing.