The reason most data scientists "remain junior" and why experience and skills are uncorrelated in the profession, is that most practitioners treat it as a "well structured profession" while it is "ill structured"
noenthuda.com/2022/05/01/str
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Interestingly wickedness and ill-structuredness aren’t the same thing!
The key feature of ill-structuredness is the variability of concept instantiation.
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But that doesn’t detract from your main point: yes, data science careers are likely ill-structured.