> Machine learning is an area where you need to be able to produce results.

Having to produce results is one thing. Mindlessly throwing tensorflow/pytorch at problems is an entirely different problem.

It's like those front-end devs who mindlessly insist that they need to use heavy javascript frameworks with convoluted build processes such as React/Angular to churn out a static web page with a couple of paragraphs and images.