Research Archive
A complete record of published intelligence briefs, analytical framework explainers, market analyses, and institutional documentation from the AlphaHire Workforce Intelligence Lab. All published materials are listed here by category; standing briefs are updated on a rolling basis as underlying data refreshes.
Intelligence Reports
AI Infrastructure Expansion and the Construction Workforce Pressure Cascade
AI compute build-out, hyperscale data-center construction, and power grid reinforcement are running concurrently across the same U.S. labor markets. Covers electrical, mechanical, civil, and project-leadership constraints across eight high-activity markets.
Read →AI Infrastructure Expansion and the Construction Workforce Disruption
How hyperscale data-center construction is concentrating pressure in electrical, mechanical, and mission-critical labor pools — and what that means for construction projects competing for the same workforce.
Read →National Exposure
National Workforce Exposure Brief
Composite operational exposure across U.S. construction labor markets. State tiering across four bands (High, Elevated, Moderate, Low) integrating compensation pressure, labor supply, demand trajectory, contractor concentration, and award activity.
Read →Compensation
Compensation Intelligence Snapshot
National medians and regional spread for Construction Managers, Cost Estimators, First-Line Supervisors, and Civil Engineers. Anchored to BLS OEWS; framed in regional position rather than spot wages.
Read →State Market Briefs
Texas — Construction Workforce Intelligence
Employment scale, wage positioning, contractor concentration, exposure tier, and directional trend for the Texas construction labor market.
Read →California — Construction Workforce Intelligence
Construction labor market overview for California — the largest construction employment base in the U.S. by absolute count.
Read →Florida — Construction Workforce Intelligence
Florida construction labor market: wage positioning, exposure tier, and contractor density across a market with significant geographic variation.
Read →New York — Construction Workforce Intelligence
New York construction labor market analysis — union density, compensation positioning, and exposure tier.
Read →Ohio — Construction Workforce Intelligence
Ohio construction labor market: an emerging secondary market absorbing concurrent hyperscale and CHIPS Act industrial demand.
Read →Illinois — Construction Workforce Intelligence
Illinois — Chicago metro construction labor market with deep union base and emerging hyperscale demand pressure.
Read →North Carolina — Construction Workforce Intelligence
The Carolinas corridor: accelerating hyperscale demand arriving in a market with moderate baseline exposure.
Read →Arizona — Construction Workforce Intelligence
Phoenix construction labor market: concurrent semiconductor fab and hyperscale data-center pressure across trades.
Read →Michigan — Construction Workforce Intelligence
Michigan construction labor market: exposure tier, wage positioning, and contractor density.
Read →Georgia — Construction Workforce Intelligence
Atlanta-centered construction labor market absorbing Southeast hyperscale overflow demand.
Read →Wisconsin — Construction Workforce Intelligence
Wisconsin construction labor market overview — Midwest industrial and commercial exposure.
Read →South Carolina — Construction Workforce Intelligence
South Carolina construction labor market: emerging Carolinas corridor demand and industrial expansion.
Read →Virginia — Construction Workforce Intelligence
Virginia — the most acute hyperscale data-center labor market in the U.S., centered on Northern Virginia.
Read →Massachusetts — Construction Workforce Intelligence
Massachusetts construction labor market: high-cost, union-dense, with concentrated demand in the Boston metro.
Read →Analytical Frameworks
Workforce Exposure Index™ — Framework Explainer
Five-component composite index measuring operational workforce constraint across U.S. construction markets. Covers component definitions, weighting logic, tier banding, and how to read the index output.
Read →Execution Exposure Matrix™ — Framework Explainer
Project- and role-specific workforce risk across four dimensions: role criticality, market depth, replacement velocity, and compensation volatility. Phase-by-phase mapping and tier implications.
Read →Compensation Volatility Framework™ — Framework Explainer
Tracks compensation movement, regional spread, and directional trend for core construction execution roles. Methodology for regional positioning and year-over-year trend analysis.
Read →Analytical Frameworks — Overview
How the three AlphaHire frameworks relate — the system view of market-level exposure, project-level execution risk, and compensation dynamics as an integrated intelligence layer.
Read →Methodology
Methodology & Confidence Notes
Source attribution (BLS OEWS, BLS QCEW, USAspending), confidence handling, refresh cadence, and the boundary between the public directional intelligence layer and AlphaHire's internal advisory surface.
Read →Institutional
Research Lab — Institutional Research Function
The research mandate, data standards, framework governance, publication cadence, and boundary between public intelligence and internal advisory work for the AlphaHire Workforce Intelligence Lab.
Read →Who Uses This Intelligence
How eight construction industry audience segments — GCs, CFOs, COOs, PE, developers, mission-critical operators, workforce planning leaders, and risk advisors — apply the intelligence layer.
Read →Archive notes
Standing briefs (National Exposure, Compensation Snapshot, State Market Briefs) are updated on the source cadence of their underlying data — quarterly for QCEW-based briefs, annually for OEWS-based briefs, rolling for USAspending. Intelligence reports and framework explainers are versioned; revisions are noted within each document. Archived materials reflect conditions as of their publication date; the most current read for any standing brief is at its canonical URL. See Methodology for source attribution and confidence-handling standards.