Zip code does not show up as a filter in Views

When I create a view, I can set the list and table view types and ask that the ZIP code be part of the fields that are displayed.

However, when I try to use the ZIP code as a filter parameter, it is not part of the list that appears for one to choose a filter.

I seems like the View cannot use a zip code as a filter.