A social network analysis of jobs and skills

A social network analysis of jobs and skills

In this study, we analyzed job roles and skills across industries in Singapore. Using social network analysis, we identified job roles with similar required skills, and we also identified relationships between job skills. Our analysis visualizes such relationships in an intuitive way. Insights deriv...

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Bibliographic Details
Main Authors: LEE, Derrick Ming Yang, ANG, Dion Wei Xuan, PUA, Grace Mei Ching, NG, Lee Ning, PURBOWO, Sharon, CHOY, Eugene Wen Jia, SHIM, Kyong Jin
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2020
Subjects:
analytics
jobs
skills
career
social network analysis
Singapore
Asian Studies
Databases and Information Systems
Human Resources Management
Numerical Analysis and Scientific Computing
Online Access:https://ink.library.smu.edu.sg/sis_research/5648
https://ink.library.smu.edu.sg/context/sis_research/article/6651/viewcontent/IEEEBigData2020_JobNetwork_PID6706505_av.pdf
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Institution: Singapore Management University
Language: English
Description
Summary:In this study, we analyzed job roles and skills across industries in Singapore. Using social network analysis, we identified job roles with similar required skills, and we also identified relationships between job skills. Our analysis visualizes such relationships in an intuitive way. Insights derived from our analyses are expected to assist job seekers, employers as well as recruitment agencies wanting to understand trending and required job roles and skills in today’s fast changing world.

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