Iron Golems do not spawn in water.

I built an iron farm but no iron golems spawned. I am not sure if this is a bug or an intended feature, but most YouTube tutorials show their farms working. I have tried every method to fix this. (I know Iron Golems can't swim but they still should spawn)

The picture is to show that iron golems won't spawn on water naturally or manually.