I applied through college or university. The process took 1 day. I interviewed at The Pensions Regulator
Interview
One data set was given prior; you have to analyze it as you want. 2 rounds of interviews in one day. The first was a group solving problem with the other candidates. The second was one to one asking about the data analysis given prior the interview, motivation and skills.