Is Machine Learning Different From Software Engineering?

The understanding of a random person in the company is rather lower than higher, right? But every company is Google. It makes sense. So let's say we have a team, OK? And we left academia to get your hands dirty, to be more practical. We want to get to production. How is it different? Because typically, if we look at the product teams, we would be looking at teams that already have some software developers. They have some existing, let's say, SaaS service. Today, it is pretty clear and standardized how we develop software. You need to handle this often black box, often fairly complex black box. That can be whatever Docker images, whatever