The Role of Analyst Engineers in AI and BI Tools

Is there a chance that can be replaced by LLMs ready? You know, almost to the point where it becomes forgotten about in the same way that maybe a MapReduce engineer would be forgotten about now. Maybe I could see that, but I still think there is like a skill in the kind of data modeling element that that doesn't make the world go away. It's hard for me to imagine if you are a business user that doesn't understand or isn't familiar with the weird schemas and Salesforce and Marketo, it's very hard to tell it exactly what to do  to make sure that it's right.