How to Prepare for A Data Analyst Interview?

What do you think makes a good data analyst?

Update: Confused about the complex analytics landscape? Check out our book: The Analytics Setup Guidebook.

One question that came up while we interact with a lot of people working in (or wanting to get into) data industry is this: How should I prepare for a data analyst role, and how should I prepare for the interview?