Credentials by Structural Impact
Sorted by the Structural Multiplier Score (SMS) — our composite of Autonomy Unlock × 4.0, AI Resilience × 3.5, and inverse Cognitive Tax × 2.5.
Browse by Industry & Function
Every credential below is cross-referenced against federal O*NET occupational data for structural accuracy. Published analyses are linked; pending credentials are queued for release.
What is the Structural Multiplier Score?
The SMS is a composite score derived from three I/O psychology dimensions pulled from federal O*NET occupational data for every career linked to a given credential. It measures structural career trajectory — not salary or job count. Formula: (AI Resilience × 4.0) + (Autonomy Unlock × 3.5) + ((10 − Cognitive Tax) × 2.5)
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SMS ≥ 70 — strong structural ROI for aligned Work Brain profiles