The UK Biobank contains both information on occupation, as well as SARS-Cov-2 test results, for each of its participants:
UK Biobank is an international health resource enabling research into the genetic and lifestyle determinants of common diseases of middle and older age. It comprises 500,000 participants... In this study, we implemented rapid dynamic linkage, which allows us to provide a regular feed of new COVID-19 (SARS-CoV-2) test results to UK Biobank to facilitate rapid and urgent research into the epidemiological and human genetic risk factors for severe infection in the cohort.
One could easily create a breakdown of disease rate by profession using this dataset, as in similar studies on other respiratory diseases e.g:
But note:
- The age-demographic etc of the cohort may bias the types of profession present
- This is UK specific
* Disclaimer: I have worked on this project.