It appears that it isn't officially supported as a web role at this time. It seems that it is only compatible with the web apps and not the older web role. The current work around is documented on this site:
http://www.codeproject.com/Articles/331425/Running-an-EXE-in-a-WebRole-on-Windows-Azure