Now whenever you will open that particular profile, the selected color scheme will be visible there. You can repeat the above steps to change the color scheme for another profile in Windows Terminal.
Microsoft released Windows Terminal Preview v1.10 today, and it comes with numerous handy improvements, including bold text support, Quake mode on the taskbar, easier access to the Command Palette, ...