Baisano Labs

A Competency Framework for Data Science Teams

Over the last 8 years of buiding Data Science and Machine learning teams, i’ve been compiling a framework to think about growth and structure of data scientists. I call it the Data Science Competency Framework, and it contains the following elements:

In particular, these are the main competencies i use in this framework:

The following slide deck presents the overall layout of the competency framework.

Do you have different ways to think about competencies of your Data teams? I’d love to hear about them!