So it seems sometimes I am not getting an alert after being taged. Its not every time though. It also seems to happen more frequently when I am watching the thread I have been taged in.
To add to this, Shalken and I realized that people are only notified of tags when you initially post. If you edit a post and tag someone, then they aren't notified.