You have to be register in local police office when you arrive in Norway for the first time.
After registering in local police office, you have to be registered in Tax office to get your 11-digit Norwegian ID.
After getting your Norwegian ID, you can have a bank account. Two main banks in Norway are:
You can find all the required information for physician registration here.