Erhebung von Stelleninseraten für Data Scientists 2017 - 2019

Abstract

This project investigates the structure and development of data science in the Swiss labour market. In general, data science has gained significant importance in the labour market in recent years, which is reflected in an increasing number of job offers for data scientists. Synchronously, data science is framed in the general discussion primarily by means of economic interpretations, such as the diagnosis of a severe shortage of skilled workers.
Companies and other organisations address specific profiles of job seekers through job advertisements for data scientists in the labour market. Through such discursive practices, formats and materializations, the various actors formulate field-specific perspectives on what constitutes "data science" for them. The analysis of job advertisements for Data Scientists makes it possible to analyse the constructions by different actors from a macroscopic point of view, but also to work out commonalities and differences between the fields involved.
The data basis for the study is formed by job advertisements for data scientists, which were collected on a Swiss online job platform using web scraping methods. This resulted in an extensive corpus of text documents (N=4341), which are analysed using topic modelling, a computer linguistic method.