In 300 public CVs, soft skills appear in narrative prose about three times as often as in keyword lists, leadership mentions nearly triple with seniority, and software engineers articulate leadership at half the rate of the other roles.
On the Interaction Between Software Engineers and Data Scien- tists When Building Machine Learning-Enabled Systems
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Detecting Soft Skills in ML Engineering Roles CVs
In 300 public CVs, soft skills appear in narrative prose about three times as often as in keyword lists, leadership mentions nearly triple with seniority, and software engineers articulate leadership at half the rate of the other roles.