My experience is that many established companies are still struggling to get adequate operational reporting. Data engineers are still helpful to move the data n

My experience is that many established companies are still struggling to get adequate operational reporting. Data engineers are still helpful to move the data necessary to make that happen. DS and ML become useful later once there's a more mature data culture and infrastructure. Otherwise you have analysts spending most of their time doing data engineering so they have something to analyze.