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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Vydáno v:	Education and information technologies Ročník 29; číslo 10; s. 12759 - 12780
Hlavní autor:	Maghsoudi, Mehrdad
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	New York Springer US 01.07.2024 Springer Nature B.V
Témata:	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
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Abstract	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.
AbstractList	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. 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.
Author	Maghsoudi, Mehrdad
Author_xml	– sequence: 1 givenname: Mehrdad orcidid: 0000-0002-1896-1825 surname: Maghsoudi fullname: Maghsoudi, Mehrdad email: M_Maghsoudi@sbu.ac.ir organization: Department of Industrial and Information Management, Faculty of Management and Accounting, Shahid Beheshti University
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Cites_doi	10.1002/jcop.22881 10.1016/j.jik.2022.100190 10.1017/CBO9781139088510 10.5055/jem.0623 10.1016/j.ibusrev.2019.101633 10.1002/pan3.10116 10.1007/s11042-022-12345-w 10.1016/j.comcom.2021.10.009 10.1057/eps.2016.16 10.1142/S0218194017500255 10.1073/pnas.0601602103 10.1016/j.ipm.2020.102370 10.1177/0950422221990990 10.2196/33364 10.1016/j.cities.2022.103794 10.1007/s11356-021-13989-1 10.1080/13678868.2020.1818513 10.1186/s40537-022-00576-5 10.1061/(ASCE)ME.1943-5479.0000830 10.1016/j.physa.2021.126480 10.1108/JBIM-02-2020-0101 10.1080/13639080.2023.2174954 10.1108/OIR-04-2021-0208 10.1016/j.procs.2019.09.051 10.1108/HESWBL-05-2020-0093 10.1108/LHT-01-2019-0028 10.1080/08874417.2020.1783724 10.1111/glob.12319 10.1109/ACCESS.2019.2924075 10.1177/1523422318814487 10.1016/j.trc.2018.12.013 10.1080/08832323.2018.1520685 10.1016/j.eswa.2022.117853 10.1007/s11042-022-12910-3 10.1016/j.jclepro.2023.136587 10.1108/978-1-80071-326-020211016 10.3390/buildings13020522 10.1145/3341525.3387360
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Snippet	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...
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SubjectTerms	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
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Title	Uncovering the skillsets required in computer science jobs using social network analysis
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