A Study of Remote and On-site ICT Labor Market Demand using Job Offers from Stack Overflow

Ioannis Apatsidis, Konstantinos Georgiou, N. Mittas, L. Angelis
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引用次数: 3

Abstract

As the industry is moving towards digitalized solutions and practices, a growth in remote working has been observed with companies embracing flexibility for their workforce. Global crises, such as the coronavirus pandemic, have also accelerated this process, transforming the labor market. This trend is reflected in job portals, that contain an increasing number of remote job advertisements. Recognizing this evolving change, we perform a thorough study in Stack Overflow, to examine the main characteristics of remote working that discriminate it from its on-site counterpart. By collecting and analyzing 8514 job posts and leveraging text mining and graph theory methodologies, we attempt to pinpoint the primary elements that define each category, from dominant technologies to job positions and top seeking industries. The findings suggest that remote working presents differences from traditional working, being mainly associated with the software engineering sector and with well-known software development and data analytics technologies.
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基于岗位溢出的远程和现场ICT劳动力市场需求研究
随着行业朝着数字化解决方案和实践的方向发展,随着公司对员工灵活性的追求,远程工作的增长已经被观察到。冠状病毒大流行等全球危机也加速了这一进程,改变了劳动力市场。这一趋势反映在招聘门户网站上,其中包含越来越多的远程招聘广告。认识到这种不断发展的变化,我们对堆栈溢出进行了深入的研究,以检查远程工作与现场工作相区别的主要特征。通过收集和分析8514个工作岗位,并利用文本挖掘和图论方法,我们试图找出定义每个类别的主要元素,从主导技术到工作职位和热门行业。研究结果表明,远程工作与传统工作存在差异,主要与软件工程部门以及众所周知的软件开发和数据分析技术有关。
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