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Replace, absorb, serve: Data scientists talk about their aspired jurisdiction.

Authors :
Avnoon, Netta
Source :
Current Sociology. Oct2024, Vol. 72 Issue 6, p1107-1125. 19p.
Publication Year :
2024

Abstract

How do data scientists frame their relations with domain experts? This study focuses on data scientists' aspired professional jurisdiction and their multiple narratives regarding data science's relations to other fields of expertise. Based on the analysis of 60 open-ended, in-depth interviews with data scientists, data science professors, and managers in Israel, the findings show that data scientists institutionalize three narratives regarding their relations with domain experts: (a) replace experts, (b) absorb experts' knowledge, and (c) provide a service to experts. These three narratives construct data scientists' expertise as universal and omnivorous; namely, they are relevant to many domains and allow data scientists to be flexible in their claim for authority. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00113921
Volume :
72
Issue :
6
Database :
Academic Search Index
Journal :
Current Sociology
Publication Type :
Academic Journal
Accession number :
180040330
Full Text :
https://doi.org/10.1177/00113921231166147