Abstract: Estimation of workforce skill gaps using social network services are described herein. An unfilled job is represented by a job posting on a social network service. A skill is predicted as being required for the unfilled job by determining that each member of a set of members has an electronic profile on the social network service listing the skill as possessed by the member. A quantity of unfilled jobs on the social network service requiring the predicted skill is calculated. A quantity of selected job-seeking members of the social network service is calculated, each selected job-seeking member having an electronic profile on the social network service listing the predicted skill as possessed by the selected job-seeking member. A workforce skill gap for the predicted skill is estimated by subtracting the calculated quantity of job-seeking members from the calculated quantity of unfilled jobs.

Abstract: An autofill system is described for auto-populating electronic forms with data stored by an on-line social networking system. When a member of an on-line social network system accesses, via a web browser, an autofill-enabled web page, the autofill system determines an identification of the member, scrapes the member's profile to obtain member's information, assembles the member's profile information as member data, and communicates the member data to the web browser together with a script for presenting an autofill button on the web page.

Abstract: An autofill system is described for auto-populating electronic forms with data stored by an on-line social networking system. When a member of an on-line social network system accesses, via a web browser, an autofill-enabled web page, the autofill system determines an identification of the member, scrapes the member's profile to obtain member's information, assembles the member's profile information as member data, and communicates the member data to the web browser together with a script for presenting an autofill button on the web page.

Abstract: An autofill system is described for auto-populating electronic forms with data stored by an on-line social networking system. When a member of an on-line social network system accesses, via a web browser, an autofill-enabled web page, the autofill system determines an identification of the member, scrapes the member's profile to obtain member's information, assembles the member's profile information as member data, and communicates the member data to the web browser together with a script for presenting an autofill button on the web page.