Statistical Assistants

Does not pass

• Compute and analyze data, using statistical formulas and computers or calculators.

  reason given most often: no existing check settles it · 13.6% of the role's time · $37.4M · passed by Claude Sonnet · the models disagreed · waiting on a check

• Compile reports, charts, or graphs that describe and interpret findings of analyses.

  reason given most often: no existing check settles it · 10.1% of the role's time · $27.7M · waiting on a check

• Organize paperwork, such as survey forms or reports, for distribution or analysis.

  physical work, outside the screen · 7.6% of the role's time · $20.8M

• Code data prior to computer entry, using lists of codes.

  reason given most often: no existing check settles it · 7.5% of the role's time · $20.7M · passed by Claude Sonnet · the models disagreed · waiting on a check

• Discuss data presentation requirements with clients.

  reason given most often: no existing check settles it · 5.0% of the role's time · $13.8M · waiting on a check

• Check survey responses for errors, such as the use of pens instead of pencils, and set aside response forms that cannot be used.

  physical work, outside the screen · 4.9% of the role's time · $13.6M

• Participate in the publication of data or information.

  reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 4.1% of the role's time · $11.3M

• Interview people and keep track of their responses.

  reason given most often: no existing check settles it · 4.0% of the role's time · $11.0M · waiting on a check

• Select statistical tests for analyzing data.

  reason given most often: no existing check settles it · 3.8% of the role's time · $10.4M · waiting on a check

• Send out surveys.

  physical work, outside the screen · 2.7% of the role's time · $7.6M