How do they match: Data Scientists

  • Compare models using statistical performance metrics, such as loss functions or proportion of explained variance.
  • Read scientific articles, conference papers, or other sources of research to identify emerging analytic trends and technologies.
  • Write new functions or applications in programming languages to conduct analyses.

  • Develop procedures to evaluate organizational activities.