Do I have to ROOT the target device?

No,

Quester for Android does not require you to “root” the target Android device. Rooting is not only complicated, but also voids the devices warranty, and if the device upgrades to a newer Android version in the future, the “root” will be wiped out. Beware of competitors that require you to “root” the target device.