This is very good read about data science at Engine Yard. It covers the following topics:

• What is a data scientist?
• What does a data scientist do?
• What are the technologies?
• Realities of Being a data scientist

Data Science at Engine Yard | Engine Yard Blog Unfortunately, as of 2019, the blog post has been taken down.