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:
- A set of competencies that can be used to think about and evaluate growth and progress of Data Scientists, Machine Learning Engineers and Data Engineers.
- A career ladder for your Data Team.
- A scorecard to assign numerical …