I certainly do not think 4sq needs a data scientist to build a basic recommendation engine at this point. Instead, hiring a social psychoanalyst might help to

I certainly do not think 4sq needs a data scientist to build a basic recommendation engine at this point. Instead, hiring a social psychoanalyst might help to find ways to encourage people to check-in.