"Is there a default password with which Airport Extremes are shipped?"
Yes, but this will only be useful to you if the AirPort Extreme is still using its original factory default settings. The default password is.....
public
Chances are though, that you have already set up the AirPort Extreme with your own personal settings and passwords, so knowing the default password will not likely be of much help to you at this time.
"I don't know it and neither does my son who installed the AirPort Extreme."
If you have forgotten the password that you assigned to the AirPort Extreme, you can use a Soft Reset to reset the password. Once you have done this, it might be a good idea to write down the password and keep it in a safe place for the future.
Follow the instructions in this Apple Support document for a Soft Reset.
How to reset your AirPort base station - Apple Supporthttps://support.apple.com/en-us/HT201945