We analyzed Glassdoor.com interview questions for data scientists, machine learning & statistics job positions. Here is a look at some of them:

American Express:

Given a training set of users with their demographic information, psychology test of their personality (openness to like pages or not) and the pages of FB they have liked so far, how could we predict the gender, age and other demographics of unseen data?