The Displacement Curve

Tracking AI's displacement of human labor in professional services

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The Displacement Curve

The Signals

Professional Services Employment

BLS
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Revenue Per Employee 1 of 11 firms

SEC 10-K
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Only Booz Allen tags employee counts in XBRL, so this is one firm — not a sector average. Quarterly spikes are 10-K annual totals landing in Q4; that’s a known defect being fixed.
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Apprenticeship Pipeline Stale

Census ACS
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Latest available Census ACS year is 2024. Shown for reference and excluded from the composite score until the next ACS release.
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Professional-Services Hiring

BLS JOLTS
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