Jetbrains got back to me about this issue and explained that this type of functionality is not available until the release of 8.1
As an alternative, there is a way of defining the parameter in the build's parent project, the parameter is then inherited to all builds under that project.
It's perfect for my situation as the password can be stored in the root project and inherited automatically across all builds.