Fault Lines: All The Data
Fully interactive charts, graphs, and tables. Explore by topic:
To give you the most comprehensive and immersive experience, the data on this page is optimized for desktop viewing. Please enjoy exploring every interactive chart, graph, and map from Fault Lines.
Methodology:
Lightcast has identified ten skill clusters within the broader umbrella of AI, These categories were created to support our research alongside the Stanford Institute for Human-Centered AI and its annual AI Index Report. Those clusters are: AI Agents; AI Ethics, Governance, and Regulation; Artificial Intelligence; Autonomous Driving; Generative AI; Machine Learning, Natural Language Processing; Neural Networks; Robotics; and Visual Image Recognition. Across those nine clusters, Lightcast experts have identified a total of over 300 skills, and a job posting is considered an AI job if it includes one of those skills within the text of the job listing. Similarly, a worker professional profile is considered AI talent if it mentions one of the AI skills on their profile.
