Paper Info
Title
The data scientist profile and its representativeness in the European e-Competence framework and the skills framework for the information age.
Abstract
The activities in our current world are mainly supported by data-driven web applications, making extensive use of databases and data services. Such phenomenon led to the rise of Data Scientists as professionals of major relevance, which extract value from data and create state-of-the-art data artifacts that generate even more increased value. During the last years, the term Data Scientist attracted significant attention. Consequently, it is relevant to understand its origin, knowledge base and skills set, in order to adequately describe its profile and distinguish it from others like Business Analyst. This work proposes a conceptual model for the professional profile of a Data Scientist and evaluates the representativeness of this profile in two commonly recognized competences/skills frameworks in the field of Information and Communications Technology (ICT), namely in the European e-Competence (e-CF) framework and the Skills Framework for the Information Age (SFIA). The results indicate that a significant part of the knowledge base and skills set of Data Scientists are related with ICT competences/skills, including programming, machine learning and databases. The Data Scientist professional profile has an adequate representativeness in these two frameworks, but it is mainly seen as a multi-disciplinary profile, combining contributes from different areas, such as computer science, statistics and mathematics.
Year
DOI
Venue
2017
10.1016/j.ijinfomgt.2017.07.010
International Journal of Information Management
Keywords
Field
DocType
Conceptual model,Data science,Data scientist,Knowledge,Skills
Data science,Competence (human resources),Conceptual model,Computer science,Representativeness heuristic,Knowledge management,Information and Communications Technology,Web application,Knowledge base,Data as a service,Information Age
Journal
Volume
Issue
ISSN
37
6
0268-4012
Citations 
PageRank 
References 
2
0.36
6
Authors
2
Name
Order
Citations
PageRank
Carlos Costa1389.15
Maribel Yasmina Santos214635.41