Thank you @thesourav and @DaDanny!
If I disable the keyboard scroll cordova.plugins.Keyboard.disableScroll(true);, the keyboard is on the top of popup as below in the iOS.
And if I set the disable scroll to false, the whole screen moves, and not just the popup window. It is not consistent like Android UI.
Android UI looks same as the first screenshot posted above.