Job interview questions for data scientists

Anyway, here are some of these questions and topics to discuss during a job interview for a data scientist position. More can be found here, or in this book. Can anyone provide good answers? What do you think are the most important skills for a data scientist to have? Which machine learning model (classification vs. regression, for example) to use given a particular problem.