Does chrome have to be installed to use Selenium chrome driver in headless mode?
You certainly need Chrome installed on whatever machine executes the tests... This is true even in headless mode. However, the machine with the browser that runs tests can be a different machine... you could use a RemoteWebdriver so they are executed on a different machine than they are initiated from.