Wrote this up to answer some questions I had been getting questions about the difference in job titles. As academics are moving to data science jobs and from the other end, developers with a highly love of stats, machine learning, math, and/or all of the above, it's hard to know where to fit in or what jobs to apply to. This should hopefully help clarify the difference in job titles and how to think about them.
