APPLICANT SKILLS INFERENCE FOR A JOB

Patent №

US 10,380,552

Granted

2019-08-13

Filed 2017

Owner

LINKEDIN CORPORATION

Lab

AI components

5

ml · nlp · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15404846

Techniques for inferring a specific skill associated with a job posting are described. In an example, disclosed is a system that selects, from a jobs database, a specific job posting from a plurality of job postings. Additionally, job applicants for the specific job posting can be determined using indicators in the profile data of members. Moreover, a set of skills associated with the job applicants can be obtained. Furthermore, a percentage of the job applicants having a specific skill from the set of skills can be determined using the profile data of the job applicants. Subsequently, a confidence score of the specific skill being associated with the specific job posting can be calculated based on the percentage of the job applicants having the specific skill. A user interface can display a presentation of the specific job posting to a first member when the confidence score transgresses a predetermined score.

AI classification

Planning1.00
Knowledge representation1.00
Machine learning0.99
Natural language0.99
AI hardware0.73
Vision0.11
Evolutionary computation0.00
Speech0.00

Ownership

LINKEDIN CORPORATION

assignment · 411670799

Assignors

ZHANG, SIYUAN, JAMALI, MOHSEN, WANG, QIN IRIS, FIROOZ, HAMED

On an employer assignment, the assignors are typically the inventors.

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