According to Inside Big Data, companies can use big data to help narrow down their employee applicant pool. 

Today, big data is changing the nature of virtually every industry. Recruitment and hiring processes are no exception. Big data has had a significant impact on the way candidates look for jobs, as well as on how employers make hiring decisions. Here are some of the ways in which big data has changed the job market