I'm not sure about changing the NOC before or after you get the invitation, furthermore, having a brother in other province will probably affect your SINP application.I tried to change my NOC for Alberta as I have a brother there since they were inviting people, that’s when it says I was ineligible. I created a new profile immediately and maintained the SINP NOC!! I got an invitation on Friday but trying not to be worried