When you apply under CEC, the only requirement is that you have worked in a skilled position for at least a year. It is not a requirement that you continue working there after applying.
However, because CEC is for people who are planning to settle outside of Quebec, you should not move to Quebec but any other province is fine. You should inform immigration of your new address so they can contact you when they need to.