Question: do azure ip addresses change?
Answer: When provisioning Azure Web Apps (Azure App Services), a pool of IP addresses are allocated to the underlying scale unit of the web app and from what I have found the outbound IP addresses wont change if you stop/start the site or change to a different app service hosting plan (at least in my testing).