Uncovering the skillsets required in computer science jobs using social network analysis

The rapid growth of technology and computer science, which has led to a surge in demand for skilled professionals in this field. The skill set required for computer science jobs has evolved rapidly, creating challenges for those already in the workforce who need to adapt their skills quickly to meet...

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Veröffentlicht in:Education and information technologies Jg. 29; H. 10; S. 12759 - 12780
1. Verfasser: Maghsoudi, Mehrdad
Format: Journal Article
Sprache:Englisch
Veröffentlicht: New York Springer US 01.07.2024
Springer Nature B.V
Schlagworte:
Business Skills
Communication
Communication Skills
Communications networks
Computer Appl. in Social and Behavioral Sciences
Computer Science
Computers and Education
Education
Educational Technology
Embedded systems
Information Systems Applications (incl.Internet)
Labor market
Network Analysis
Programming Languages
Skills
Social network analysis
Social networks
User Interfaces and Human Computer Interaction
Social Network Analysis
Computer Science Jobs
Skillsets Required
Community analysis
Hard and Soft Skills
ISSN:1360-2357, 1573-7608
Online-Zugang:Volltext
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Zusammenfassung:The rapid growth of technology and computer science, which has led to a surge in demand for skilled professionals in this field. The skill set required for computer science jobs has evolved rapidly, creating challenges for those already in the workforce who need to adapt their skills quickly to meet industry demands. To stay ahead of the curve, it is essential to understand the hottest skills needed in the field. The article introduces a new method for analyzing job advertisements using social network analysis to identify the most critical skills required by employers in the market. In this research, to form the communication network of skills, first 5763 skills were collected from the LinkedIn social network, then the relationship between skills was collected and searched in 7777 computer science job advertisements, and finally, the balanced communication network of skills was formed. The study analyzes the formed communication network of skills in the computer science job market and identifies four distinct communities of skills: Generalists, Infrastructure and Security, Software Development, and Embedded Systems. The findings reveal that employers value both hard and soft skills, such as programming languages and teamwork. Communication skills were found to be the most important skill in the labor market. Additionally, certain skills were highlighted based on their centrality indices, including communication, English, SQL, Git, and business skills, among others. The study provides valuable insights into the current state of the computer science job market and can help guide individuals and organizations in making informed decisions about skills acquisition and hiring practices.
Bibliographie:ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
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ISSN:1360-2357
1573-7608
DOI:10.1007/s10639-023-12304-4