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Tracks AI's impact on work, mapping task automation potential
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Tracks AI's impact on work, mapping task automation potential

Overview

The AI Labor Index tracks how emerging technologies are reshaping work by mapping the tasks that power our economy and gauging their potential for automation. It breaks down occupations into specific tasks and measures their automation potential, helping users explore where machines can excel and where human expertise remains indispensable.

The AI Labor Index screenshot

Access & connections

Where you can use The AI Labor Index, and what it plugs into.

Platforms

Web

Integrations

Excel

Capabilities

What this tool accepts, produces, and is strongest at.

Highlights

  • Comprehensive database of 16,038 tasks across 66 occupations
  • Measurement of task automation potential
  • Ranking of occupations by automation potential, human complexity, and AI adoption rates
  • Economic impact analysis of automation on labor wages
  • Identification of most and least automatable occupations
  • Visualization of AI automation potential vs. human task complexity
  • Insights into AI adoption trends across different roles

FAQ 7

What is The AI Labor Index?
The AI Labor Index tracks how emerging technologies are reshaping work by mapping the tasks that power our economy and gauging their potential for automation. It breaks down occupations into specific tasks and measures their automation potential, helping users explore where machines can excel and where human expertise remains indispensable.
How to use The AI Labor Index?
Users can explore occupations by their automation potential, human complexity, and AI adoption rates. The website allows filtering by industry and viewing comprehensive lists of occupations. Key metrics, such as estimated labor wages impacted and task automation percentages, are also available for review. Users can also find lists of most/least automatable occupations and those with high/low AI adoption.
What is the AI Labor Index?
The AI Labor Index tracks how emerging technologies are reshaping work by mapping tasks and gauging their potential for automation.
How many tasks and occupations does the analysis cover?
The analysis covers 16,038 tasks from the O*NET database spanning 66 occupations.
What percentage of tasks have potential for complete automation?
45% of tasks have potential for complete automation using AI, workflow automation software, robotics, and other technology.
What does the AI Labor Index mean for the future of work?
The labor market is splitting, with high-complexity jobs enhanced by AI and simpler, highly-automatable roles facing displacement. Physical jobs show more resilience. Organizations should prioritize reskilling workers for roles requiring complex judgment, creativity, and interpersonal skills.
Is the data experimental?
Yes, this experimental dataset offers a preliminary view of AI's potential impact on labor markets, and while efforts for a robust methodology have been made, many limitations exist.
The AI Labor Index
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