Microsoft Technology Licensing, LLC

Ketan Thakkar

Sahin Cem Geyik

Cagri Ozcaglar

Gio Carlo C Borje

Gurwinder S Gulati

The disclosed embodiments provide a system for processing data. During operation, the system obtains a first embedding generated by a topic model from parameters of searches by a first recruiting entity and obtains a set of additional embeddings generated by the topic model from attributes of a set of candidates. Next, the system determines match features that include measures of similarity between the first embedding and each embedding in the set of additional embeddings. The system then applies a machine learning model to the match features and additional features for the candidates to produce a set of scores for the candidates. Finally, the system generates a ranking of the candidates according to the scores and outputs at least a portion of the ranking as search results of a current search by the first recruiting entity.

Growing community of inventors

Sunnyvale, CA, United States of America

Ketan Thakkar