The idea that data science is some kind of numerical alchemy where you can just anonymize the data so much that the people doing the modeling don't even know wh

The idea that data science is some kind of numerical alchemy where you can just anonymize the data so much that the people doing the modeling don't even know what the problem domain is just irks me. It's utter nonsense.