Table 2

Project and Test Distribution among Workers

Design and CreativeFinanceSales and MarketingTechnologyVirtual AssistantWriting and TranslationOther
Panel A: Worker Specialization
19.5%1.9%8.1%42.9%13.5%13.8%0.3%
Panel B: Project Distribution by Specialization
Design and creative90.4%0.7%1.3%4.6%1.3%2.1%1.8%
Finance0.3%73.4%1.5%0.5%1.1%3.0%4.6%
Sales and marketing1.0%4.0%73.7%1.7%3.3%8.7%0.5%
Technology and IT5.8%5.2%10.2%90.7%1.7%6.0%3.4%
Virtual assistant1.2%5.0%4.0%0.7%86.4%7.1%8.1%
Writing and translation1.2%11.0%9.3%1.8%5.4%72.9%2.0%
Other0.1%0.6%0.1%0.1%0.7%0.2%79.5%
Panel C: Microcredential Distribution by Specialization
Design and creative41.9%0.9%3.4%7.2%2.9%1.6%1.9%
Finance1.1%52.1%3.4%1.1%4.2%4.6%8.0%
Sales and marketing3.3%3.7%34.7%5.3%7.8%6.6%3.2%
Technology and IT23.9%19.4%23.4%69.5%34.4%12.7%20.5%
Virtual assistant2.4%4.8%5.8%1.6%11.8%4.8%7.1%
Writing and Translation27.4%19.1%29.4%15.4%38.9%69.9%59.4%
  • Notes: Worker project distribution. In Panel A, workers’ specialization is defined as the category of project that each worker has worked on the most. Projects and microcredentials are manually classified into the seven categories.