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Data Science Framework

The Data Science Framework as described in this technical paper can be used to create validated data science skills assessments in a EEOC-compliant and highly consistent way.

The need for a well-researched framework defining how to assess data science skills is clear. This paper proposes such a framework with the aim of enabling direct measurement of skills to help the technical recruitment industry go beyond resumes in hiring data scientists. 

In this resource, you’ll discover:

  • Core skills and knowledge companies should assess in hiring data scientists
  • Data science topics covered in CodeSignal’s data science technical assessment
  • How scoring work in CodeSignal’s validated Data Science Framework