This document discusses 17 common challenges faced when performing automated testing with Selenium, including synchronization issues, dealing with pop-up windows, testing dynamic content, capturing screenshots, data-driven testing, generating reports, setting up grids, handling alerts, switching windows, working with frames, validating fields, identifying dynamic objects, using XPath and CSS locators, file uploading/downloading, and tabbing between fields.