METHODS AND SYSTEM FOR ESTIMATING JOB AND CAREER TRANSITION CAPABILITIES OF CANDIDATES IN A DATABASE

Patent №

US 10,977,304

Granted

2021-04-13

Filed 2017

Owner

CAREERBUILDER, LLC

Lab

AI components

5

ml · nlp · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15667418

Method and apparatus are disclosed for estimating job and career transition capabilities of candidates in a database. An example system for processing a search query indicative of a candidate to hire includes a database including records of a plurality of profiles, a network connector to provide access to the database via an application programming interface, and a computing device. The computing device periodically generates a first score representing a likelihood that a person associated with the respective profile will respond to a communication regarding a job in a particular category. The computing device also, in response to receiving a search query (a) generates a second score representing a probabilistic measurement of a likelihood that the person associated with the retrieved profile will change jobs, (b) generates a third score representative of a percentile level of activity associated with searching for a new job.

AI classification

Planning1.00
Machine learning1.00
Natural language1.00
AI hardware0.99
Knowledge representation0.98
Speech0.06
Evolutionary computation0.02
Vision0.02

Ownership

CAREERBUILDER, LLC

assignment · 432210989

Assignors

ZHU, YUN, HOANG, PHUONG, JAVED, FAIZAN

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

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