About our data
This report is based on over 27,000 data points, including self-reported survey information from ServiceNow professionals worldwide between June and October 2022. Respondents span several industries, come from diverse personal and career backgrounds, and consist of both professionals and hiring managers.
We’ve validated every survey response using robust statistical analysis and automated data validation rules before including them in the final results. Any data that didn’t pass our validation rules and statistical analysis or was deemed questionable, incomplete, or duplicate was removed, so the results published are meaningful, accurate, and truly representative of the ecosystem.