An investigation of skill requirements in artificial intelligence and machine learning job advertisements

A Verma, K Lamsal, P Verma - Industry and Higher …, 2022 - journals.sagepub.com
Due to the advent of big data and efficient computational resources, artificial intelligence (AI)
and machine learning (ML) have seen massive growth in recent years. Informatics degree …

A survey on skill identification from online job ads

I Khaouja, I Kassou, M Ghogho - IEEE Access, 2021 - ieeexplore.ieee.org
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 …

[HTML][HTML] An AI-based open recommender system for personalized labor market driven education

M Tavakoli, A Faraji, J Vrolijk, M Molavi, ST Mol… - Advanced Engineering …, 2022 - Elsevier
Attaining those skills that match labor market demand is getting increasingly complicated,
not in the last place in engineering education, as prerequisite knowledge, skills, and abilities …

Market-oriented job skill valuation with cooperative composition neural network

Y Sun, F Zhuang, H Zhu, Q Zhang, Q He… - Nature …, 2021 - nature.com
The value assessment of job skills is important for companies to select and retain the right
talent. However, there are few quantitative ways available for this assessment. Therefore, we …

Data science for job market analysis: A survey on applications and techniques

I Rahhal, I Kassou, M Ghogho - Expert Systems with Applications, 2024 - Elsevier
The job market is evolving continuously due to changes in economic landscapes,
technological improvements, and skill requirements. In the era of digitalization, a wealth of …

[PDF][PDF] Changing job skills in a changing world

J Napierala, V Kvetan - … of computational social science for policy, 2023 - library.oapen.org
Digitalization, automation, robotization and green transition are key current drivers changing
the labour markets and the structure of skills needed to perform tasks within jobs. Mitigating …

Extracting knowledge from on-line sources for software engineering labor market: A map** study

M Papoutsoglou, A Ampatzoglou, N Mittas… - IEEE …, 2019 - ieeexplore.ieee.org
Software engineering is a continuously evolving sector and the demands of the related labor
market result in a wide variety of job openings, ranging from developers to customer service …

Online labour market analytics for the green economy: The case of electric vehicles

M Papoutsoglou, ES Rigas, GM Kapitsaki… - … Forecasting and Social …, 2022 - Elsevier
Since job characteristics in areas related to the green economy and Industry 4.0 are
changing rapidly, combined methodologies to measure the labour demand and supply are …

Soft and hard skills identification: insights from IT job advertisements in the CIS region

A Ternikov - PeerJ Computer Science, 2022 - peerj.com
Labor market transformations significantly affect the sphere of information technologies (IT)
introducing new instruments, architectures, and frameworks. Employers operate with new …

An examination of skill requirements for augmented reality and virtual reality job advertisements

A Verma, P Purohit, T Thornton… - Industry and Higher …, 2023 - journals.sagepub.com
The fields of augmented reality (AR) and virtual reality (VR) have seen massive growth in
recent years. Numerous degree programs have started to redesign their curricula to meet …