Improving job matching with machine-learned activity features

1 · LinkedIn · May 11, 2022, 10:04 p.m.
Co-Authors: Alex Tsun, Bo Ling, Nikita Zhiltsov, Declan Boyd, Benjamin Le, Aman Grover, and Daniel Hewlett Introduction One major goal of the LinkedIn Talent Solutions team is to match job seekers and job posters, leading to mutually beneficial outcomes. A service that any LinkedIn member can use is JYMBII (Jobs You May Be Interested In), which uses information from a member’s profile to personalize job recommendations. The following is an image of JYMBII (navigated to by clicking the “Jobs” tab...