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 …

CVs Classification Using Neural Network Approaches Combined with BERT and Gensim: CVs of Moroccan Engineering Students

A Qostal, A Moumen, Y Lakhrissi - Data, 2024 - mdpi.com
Deep learning (DL)-oriented document processing is widely used in different fields for
extraction, recognition, and classification processes from raw corpus of data. The article …

Data-Driven Exploration of Skill Mismatch: Leveraging Textual Analysis for Comprehensive Insights

I Rahhal, M Ghogho… - 2024 IEEE Global …, 2024 - ieeexplore.ieee.org
Skill mismatch can be attributed to diverse factors, encompassing but not limited to outdated
or misaligned curricula, swift technological advancements, alterations in economic …

Unlocking Potential: A Machine Learning Approach to Job Category Prediction

S Garg, C Sekhar, L Kumar - 2024 IEEE Region 10 Symposium …, 2024 - ieeexplore.ieee.org
India's high unemployment rate (53.4%, ILO Department of Statistics, nd) despite a
reasonable literacy rate (76.32%, Statista, 2024) suggests a mismatch between skills and …

Job Title Prediction and Recommendation System for IT Professionals

S Rahman, K Habiba, S Roy… - 2023 5th International …, 2023 - ieeexplore.ieee.org
In the current era of globalization, finding and searching for suitable jobs heavily relies on
manual systems, which often prove to be time-consuming and fail to deliver optimal …

AI for Career Growth: Advanced Resume Analysis and LinkedIn Scra** for Personalized Job Recommendations

KS Kumar, P Srihari, CJ Raman - 2024 2nd International …, 2024 - ieeexplore.ieee.org
In today's dynamic job market, individuals seeking career advancement face the challenge
of efficiently navigating through vast amounts of information to identify suitable job …

Penerapan Algoritma Sorting dalam Penentuan Pekerja Pada Aplikasi Cari Kerja Oleh dan Untuk Warga Satu Kelurahan Dataran Tinggi Binjai

MP Siregar, A **an… - … Manajemen Informatika & …, 2024 - ejurnal.methodist.ac.id
The current job search process often involves posting an announcement on paper or a
banner on a notice board, or in front of the company's location. Another common method is …

Exploring Historical Labor Markets: Computational Approaches to Job Title Extraction

R Adam, K Venglarova, G Vogeler - 2025 - inria.hal.science
Historical job advertisements provide invaluable insights into the evolution of labor markets
and societal structures. However, extracting structured information, such as job titles, from …