Automated Coding of Job Descriptions From a General Population Study: Overview of Existing Tools, Their Application and Comparison.

In this study, we observed that agreement on job coding was generally low for the three tools but noted a higher degree of agreement in assigned exposures. The results indicate the need for study-specific evaluations prior to their automatic use in general population studies, as well as improvements in the evaluated automatic coding tools.