When viewing Inventory/Items you will see Tax Categories assigned as seen below.
Tax Categories must be MANUALLY created as Product Tax Classes in Magento
Sales/Tax/Product Tax Classes
Magento Tax Rules can then be created and apply to these specific product tax classes