Why are they talking about "Big Data" rather than just "data"? I doubt the data sets they used were so large that they could not be easily analysed on a cheap laptop using normal statistical packages.
When trying to work out what best predicts job performance, the quality of your data is by far the most important thing to focus on. I would very much like to know more about the details of their internal studies. There are a lot of difficult problems in trying to use statistics to improve interview processes. One of the big problems is that you will always have a truncated sample of only those people who were selected: you would then expect the importance of certain variables, such as GPA or test scores, to be lowered because those who scored lower on such metrics will have had compensating characteristics...
When trying to work out what best predicts job performance, the quality of your data is by far the most important thing to focus on. I would very much like to know more about the details of their internal studies. There are a lot of difficult problems in trying to use statistics to improve interview processes. One of the big problems is that you will always have a truncated sample of only those people who were selected: you would then expect the importance of certain variables, such as GPA or test scores, to be lowered because those who scored lower on such metrics will have had compensating characteristics...