As a previous Data 'Scientist' I can tell you that it absolutely is.

Garbage in garbage out is the norm, the models are long established, but they can't mine gold from dirt. But nobody except the engineers seem to understand this.

I'm so glad I left to become a regular software engineer. My code does not depend on a blackbox that is fed with crap, and can be reliably tested.