MLOps: Hadoop is there, but why does it still hurt so much?

When data scientists, data engineers, manager, customers, and DevOps processes have already appeared in the company, it turns out that the pain is not over. At first, it almost doesn't hurt, and then you should amputate. Let's see where the pain comes from and what to do to reduce it.