Data science for job market analysis: A survey on applications and techniques The job market is constantly changing due to shifts in the economy, advancements in technology, and evolving skill demands. With the rise of digitalization, an abundance of data is now accessible, creating new opportunities for analyzing the labor market. Stakeholders can make better decisions by utilizing accurate and timely insights about job trends. However, conventional data sources and methods often fail to capture the full spectrum of the dynamic job landscape. Recently, researchers have begun to explore diverse data sources using data science techniques, enabling effective information extraction. This survey reviews research from 2015 to 2022 on labor market analytics through data science and discusses future research directions. It evaluates 101 studies to identify data sources used in job market analysis, methods for skill extraction, occupation identification techniques, and study applicatio...