That's how it works in the US also, though personal property and real estate taxes are collected at the state and local level (if they exist, which is dependent on the state and local government).

For most people in the US, filing their taxes is a very simple process, which is why it's so annoying that Intuit has successfully lobbied to integrate themselves into the process.