Lightcast

Fault Lines: All The Data

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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.