You can apply and start the Program in New Zealand and then continue your modules in Australia if you move there and vice versa. You will be required to meet the approved employment requirements in whichever country you move to.
If you change country before completing the tax module, you should take into account that this module will be different in Australia and New Zealand. In this case, you will be responsible for ensuring that you have the necessary knowledge for each module.