Stop Hiring Data Scientists
towardsdatascience.com
towardsdatascience.com
1. Stop hiring Data Scientists when you need an analyst.
2. Stop hiring Data Scientists when you need an engineer.
If you need a reliable system on time and within budget, the reliable way to get it is with an engineer. Engineers can learn the CS or DS they will need much more easily than the others can learn Engineering.
If you want to explore the frontiers of data analysis or category theory, those others are a better bet.
Much like the article breaks down (and mentioned elsewhere here), Data Scientists end up being Analysts or Engineers, even if the job space wants to be somewhere in between. This ends up being reminiscent and similar to how the title of Fullstack Engineer became synonymous with Front-end React JS developer with a bit of Ruby on Rails.
tl;dr (IMO) for the whole thing: hyped tech and fad roles will run into identity crisises at some point when reaching critical mass.