Data Science: The Executive Summary - A Technical Book for Non-Technical Professionals

by Field Cady

Personally I generally draw the line at programming; if your analytics work includes a meaningful amount of programming in a coding or scripting language, then you are a data scientist, but if you stick to database queries, you are an analyst.