How Gendered Wording in Job Advertisements Influences Female Applicant Pool Quantity and Quality

2016 ◽  
Vol 2016 (1) ◽  
pp. 16323
Author(s):  
Rodrigo Isidor ◽  
Marius Claus Wehner ◽  
Judith Eickhoff ◽  
Ruediger Kabst
1991 ◽  
Vol 55 (6) ◽  
pp. 381-383
Author(s):  
ES Solomon ◽  
JC Whiton ◽  
JK Druitt
Keyword(s):  

2021 ◽  
pp. 1-13
Author(s):  
Lamiae Benhayoun ◽  
Daniel Lang

BACKGROUND: The renewed advent of Artificial Intelligence (AI) is inducing profound changes in the classic categories of technology professions and is creating the need for new specific skills. OBJECTIVE: Identify the gaps in terms of skills between academic training on AI in French engineering and Business Schools, and the requirements of the labour market. METHOD: Extraction of AI training contents from the schools’ websites and scraping of a job advertisements’ website. Then, analysis based on a text mining approach with a Python code for Natural Language Processing. RESULTS: Categorization of occupations related to AI. Characterization of three classes of skills for the AI market: Technical, Soft and Interdisciplinary. Skills’ gaps concern some professional certifications and the mastery of specific tools, research abilities, and awareness of ethical and regulatory dimensions of AI. CONCLUSIONS: A deep analysis using algorithms for Natural Language Processing. Results that provide a better understanding of the AI capability components at the individual and the organizational levels. A study that can help shape educational programs to respond to the AI market requirements.


2021 ◽  
Vol 42 (1) ◽  
pp. 12-28
Author(s):  
Elia Powers

Journalism job advertisements send important signals about valued skills and attributes. How such advertisements articulate journalistic expertise, including interactional expertise, has been studied, but signals about verbal communication usually have been overlooked. Little is known about how journalism employers define the most valued communication skills and the ideal journalistic voice. This signaling theory study explores expectations advertisements convey for how journalists should sound through a thematic analysis of U.S. journalism job listings (n = 510) specifying substantial verbal communication. Requirements for exceptional verbal skills and explicit calls for vocal clarity raise barriers to entry for journalists with speech disabilities or speech anxiety.


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