Analytical Frameworks
Three frameworks form the core analytical system of AlphaHire's Workforce Intelligence Lab. Each addresses a distinct dimension of construction workforce intelligence; together, they produce an integrated operational view of market-level exposure, project-level execution risk, and compensation dynamics.
The system
Construction workforce intelligence is not a single variable. Market-level labor constraint, project-specific execution risk, and compensation movement are related but analytically distinct. A state may carry elevated market exposure while a specific role in that state remains adequately supplied — or vice versa. The three frameworks are designed to be read together, not as interchangeable outputs.
Workforce Exposure Index™
Measures operational workforce constraint across U.S. construction labor markets. The Index integrates five components — compensation pressure, labor supply constraint, demand pressure, contractor concentration, and award activity — into a single tiered read per state. States are banded into High, Elevated, Moderate, and Low exposure tiers.
The Index is the entry point for understanding where a market is operationally constrained. It answers: which state markets carry meaningful workforce execution risk at the current snapshot? It is a market characterization, not a project forecast.
Read the framework explainer →Execution Exposure Matrix™
Maps workforce risk across four project execution dimensions: role criticality (centrality of the role to project delivery), market depth (qualified candidate availability in the geography), replacement velocity (how quickly a vacancy can be filled), and comp volatility (degree of wage competition in the role and market).
The Matrix answers: for a specific role in a specific market at a specific project phase, what is the operational workforce risk? It is project-specific where the Exposure Index is market-level — the two frameworks read in sequence, not as substitutes.
Read the framework explainer →Compensation Volatility Framework™
Tracks compensation movement and regional spread for core construction execution roles — Construction Managers, Cost Estimators, First-Line Supervisors, and Civil Engineers. Findings are framed in terms of regional position (where a state's median sits relative to national), directional trend (year-over-year movement), and spread (25th–75th percentile distance within a role group and state).
The Framework answers: is compensation for this role moving, and is a given market above or below national norms? It supplies the compensation dimension that the other two frameworks reference.
Read the framework explainer →How the frameworks relate
The Workforce Exposure Index is the market-level entry point. It establishes the operational context for a state — the pressure gradient a project will encounter regardless of its specific role mix. The Execution Exposure Matrix applies within that context: given that a market is elevated, what does that mean for the specific roles a project depends on and at what phase? The Compensation Volatility Framework supplies the wage-side input to both — it is referenced by the Exposure Index (via the compensation-pressure component) and by the Execution Exposure Matrix (via the comp-volatility dimension).
The frameworks are analytical tools for situational awareness, not a decision engine. They inform workforce planning, execution-risk assessment, and advisory framing — they do not produce hiring instructions.
Related intelligence surfaces
- National Workforce Exposure Brief — the live state-level output of the Workforce Exposure Index.
- Compensation Intelligence Snapshot — the published output of the Compensation Volatility Framework.
- State Market Briefs — per-state operational reads integrating exposure and compensation outputs.
- Methodology & Confidence Notes — source attribution, confidence handling, and limits of the intelligence layer.
Framework scope
All three frameworks are operational intelligence tools. They characterize current state from public-source data; they do not produce forecasts, rankings of employers, or hiring recommendations. The public surface intentionally remains at state and role-group resolution. See the About page for the full description of public vs. internal surfaces, and Methodology for source attribution and confidence handling.