I applied online. The process took 3 weeks. I interviewed at dunnhumby (London, England) in Nov 2017
Interview
The face to face interview consisted of 20 different questions regarding previous experience, reasons why you are a possible good fit and general knowledge on marketing and consumer behavior. It took more than an hour and the interviewers were pretty strict and serious.