Data, as in carefully curated and collected? No, I don't. I admire your approach but I've never taken it this far. What I have is interviewing lots and lots of

Data, as in carefully curated and collected? No, I don't. I admire your approach but I've never taken it this far. What I have is interviewing lots and lots of people over a couple of decades, first contributing to hiring decisions and eventually making them myself. As developers you see patterns emerge and you start making use of them. For a halfway efficient review process you have to make a first pass over the resume submissions and whittle the pile down to a manageable size quickly, making use of patterns spotted in the past. In that respect, my experience tells me that "no cover email at all" = "shotgunned resume to every job listing" = "not a good fit". That might not always be the case, but it's an 80/20 rule. Yes, I'll potentially overlook a couple of qualified candidates, but I'm probably already doing this after work instead of spending time with my family because I've decided to essentially circumvent the HR department. Part of the cover letter conundrum is that if you come in through the front door (ie, the official job listing curated by HR), your resume is likely landing in some HR system and the hiring manager might not even see it. In that case, it's a total waste of effort. If you're coming in through the "back door", say, via a post here on Hacker News, there is a good chance that your first contact is the actual hiring manager. She or he will probably at least skim your cover email.