@ucbalumnus My observation is that well-run companies have well thought- out hiring practices. The ones with personnel problems tend to rely too much on hunches and impressions. Yes, a simple algorithm as a screen before interview would have save them a lot of time, money and grief. These folks are either unaware of the research in the field or they have too high an opinion of themselves.