Node alias with taxonomy term
The Token module provides very simple and limited taxonomy options. It will only provide the top most term of the top most vocabulary by weight.

The simplest solution will be to use a module like this: http://drupal.org/project/taxonomy_token

It will allow you to configure custom tokens for exactly the term/vocab you need.