Useful but not at all required. Camera + radar is sufficient for driving, and camera+ USS is fine for parking.

Radar is just cheaper than the number of cameras and compute, it's also not really a strict requirement.

Look at how the current cars fuck up, it's mostly navigation, context understanding, and tight manoeuvres. Lidar gives you very little in these areas