Automated Analysis of Descriptions of Vacancies in IT-sphere

Student: Guzharina Alena

Educational Programme: Applied Mathematics and Information Science (Bachelor)

Final Grade: 9

Year of Graduation: 2020

In this work we advance into the analysis of requirements, responsibilities and working conditions in IT-sphere, according to vacancy advertisement files, downloaded from the Russian recruitment web-site Head Hunter [1]. Lists of relevant requirements, responsibilities and working conditions are extracted and provided, based on the so-called «annotated suffix-tree” method [2]. Upon extraction of these lists, we compute a 3-dimensional relevance matrix for requirement-responsibility-working condition triplets and then apply tri-clustering methods to extract tri-clusters of strong interconnections. Resulting tri-clusters are reasonably interpreted as types of vacancies at the labour market under investigation.

Full text (added May 19, 2020)

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