Amazing article! I love the approach and description of data gathering, data prep and analysis. I believe you should edit the text to read "Data Engineer" in

Amazing article! I love the approach and description of data gathering, data prep and analysis. I believe you should edit the text to read "Data Engineer" in the first numbered item: "I argue from data that the Data Scientist role is poorly differentiated and I speculate that its responsibilities are being eroded by better specified roles such as ML Engineer and Data [Engineer]."