A recruiting service is disclosed that generates profiles of software developers having specific skills. Public code repositories are examined to identify projects of software developers. The projects are analyzed to estimate the number of years of experience a software developer has with an individual language and determine a score with respect to other developers. Social media information and a messaging link may also be provided with each profile. A graphical user interface for displaying the information is disclosed.