Why We Are Working on an AI-assisted Resume Screen
I have a problem with conventional resume screening; I have mentioned it before . Especially automated resume screening. In my experience too many of the people behind the screens are relying on two dimensions in setting up the bots: small chunks of text and keywords given to them by hiring managers. My problem is that I strain to see the link between how a resume is formatted (which chunks of text in which order) or worded (which words are in the chunks of text) or coded (which keywords are floating around) and hardcore technical talent. In fact, in my experience, the correlation is negative by which I mean that I have seen topnotch technologists standing behind very ugly and badly worded resumes. I can see how one might hire a writer or a graphic designer based on how aesthetically pleasing a resume is. But I need convincing, with data, that this same methodology can spot the kind of talent needed to succeed in cybersecurity. I have a particular distrust of keyword-b...