[HTML][HTML] Winners and losers of generative AI: Early Evidence of Shifts in Freelancer Demand

O Teutloff, J Einsiedler, O Kässi, F Braesemann… - Journal of Economic …, 2025 - Elsevier
We examine how ChatGPT has changed the demand for freelancers in jobs where
generative AI tools can act as substitutes or complements to human labor. Using BERTopic …

Uncovering IT Career Path Patterns with Job Embedding-based Sequence Clustering

H Zhong, C Liu, C Wu - ACM Transactions on Management Information …, 2025 - dl.acm.org
Extracting typical career paths from large-scale and unstructured talent profiles has recently
attracted increasing research attention. However, various challenges arise in effectively …

Capturing Values at the Boundaries

S Yang, H Youn - arXiv preprint arXiv:2311.16360, 2023 - arxiv.org
Novelty is not a sufficient condition for innovation. For new ideas and products to succeed,
they must be integrated into the collective understanding and existing infrastructure …

Automation Will Set Occupational Mobility Free: Structural Changes in the Occupation Network

S Lee, D Jeong, JD Lee - arXiv preprint arXiv:2411.03605, 2024 - arxiv.org
Occupational mobility is an emergent strategy to cope with technological unemployment by
facilitating efficient labor redeployment. However, previous studies analyzing networks show …

EMPLOYMENT JOURNEY OF TECHNICAL TEACHERS: STORIES TO TELL

TMM Tiyanes, OP Ponsades - European Journal of Social Sciences …, 2024 - oapub.org
This study sought to examine and evaluate the difficulties that Technical Teachers
encountered in their search for employment, from obtaining licensure and competing with …