No, the RPM should not be at 0 when parked. If your car is running, the RPM gauge should show the engine's idle speed. This is typically between 600 and 1000 RPM. If the RPM falls to 0, it indicates that your engine has stalled. This could be due to a variety of issues, from a weak battery to a faulty ignition system.