In HR, one of the challenges we face is to gain an understanding of what goes on in the hearts and minds of our people. There is typically one overlooked source of data that may provide the most direct reflection of that: text. Through text, we can gain insights as to what people are discussing,…
Out of the many themes in HR, diversity frequently gets the spotlight. Yet seeing advanced analytics or AI solutions applied to diversity is rare, especially when compared to themes like turnover and absenteeism. Of course, putting numbers on gender, ethnicity, etc. is tricky: the very insights to counter discrimination might also be used to discriminate.…
If only we could know things in advance, especially those things that bother us the most today. Machine learning and predictive analytics are often touted as the ultimate solution – and they can be. However, certain misconceptions limit effectiveness of predictive models or even hinder their development to begin with. In this article, I will…
Strategic workforce planning (SWP) is a commonly used term for a multitude of approaches to achieve a singular goal: having enough employees of sufficient quality in the future. In other words, it is about having the right person for the right job at the right time, across the entire organization. In this article, I will…
Despite the title, this blog is not primarily about baking. (Sorry!) Rather, it’s based on my personal observations as a data scientist on how our thinking and approach to People Analytics can make or break our chances of success. I found inspiration for this blog when I saw my wife working on the preparation for…