A survey on skill identification from online job ads
A changing job market, influenced by different factors such as globalization and
demographic growth, urges close monitoring. The digitization of the job market has given the …
demographic growth, urges close monitoring. The digitization of the job market has given the …
[HTML][HTML] Enhancing understanding and addressing gender bias in IT/SE job advertisements
Abstract The majority of Information Technology (IT)/Software Engineering (SE)
professionals are male. A potential reason for the low number of female IT/SE professionals …
professionals are male. A potential reason for the low number of female IT/SE professionals …
A machine learning approach to recognize bias and discrimination in job advertisements
R Frissen, KJ Adebayo, R Nanda - AI & SOCIETY, 2023 - Springer
In recent years, the work of organizations in the area of digitization has intensified
significantly. This trend is also evident in the field of recruitment where job application …
significantly. This trend is also evident in the field of recruitment where job application …
Decoding bias: Gendered language in finance internship job postings
The purpose of this article is to evaluate the language content of job postings as a potential
explanation for the gender imbalance in the finance industry. We conduct two interlinked …
explanation for the gender imbalance in the finance industry. We conduct two interlinked …
A new approach towards ensuring gender inclusive se job advertisements
A majority of software engineers are male, perhaps, because of the very way that software
engineering (SE) roles are advertised is gender biased. Thus far, only word-based checking …
engineering (SE) roles are advertised is gender biased. Thus far, only word-based checking …
Recruiting Women in the Workplace: A Review of Empirical Research
CR Wanberg, Y Song, SM Yoo - Essentials of Employee …, 2024 - taylorfrancis.com
Many factors may influence women's decision to apply to a given job, including attributes of
the organization or industry, characteristics of a job and the depth of information provided …
the organization or industry, characteristics of a job and the depth of information provided …
[HTML][HTML] Enhancing gender equity in resume job matching via debiasing-assisted deep generative model and gender-weighted sampling
Our work aims to mitigate gender bias within word embeddings and investigates the effects
of these adjustments on enhancing fairness in resume job-matching problems. By …
of these adjustments on enhancing fairness in resume job-matching problems. By …
Skills requirements across task-content groups in Poland: What online job offers tell us
Dynamic digitalisation has a profound impact on labour markets, leading to routinisation and
job polarisation processes. Most studies on labour polarisation use employment data to …
job polarisation processes. Most studies on labour polarisation use employment data to …
Gendered information in resumes and hiring bias: A predictive modeling approach
We study if men and women with similar job-relevant characteristics write their resumes
differently, and if so, how this difference affects hiring outcomes using a predictive modeling …
differently, and if so, how this difference affects hiring outcomes using a predictive modeling …
Anticipated chilly climate for women: the development and validation of a measure
P Puncheva-Michelotti, S Hudson… - Employee Relations …, 2024 - emerald.com
Purpose This study develops a measure of anticipated chilly climate for women and
provides initial evidence of its validity. Design/methodology/approach We draw on three …
provides initial evidence of its validity. Design/methodology/approach We draw on three …