The competency model for data scientists was developed using job/task analysis, industry research, and expert interviews. While these competencies are not expected to be an exhaustive list, as expectations of data scientists may vary from organization to organization, we aimed to capture the most common, core data competencies a data scientist is expected to demonstrate to be effective in their role.