Workforce Intelligence Methodology

What these are

AlphaHire's public outputs are operational intelligence reads: directional descriptions of the state of U.S. construction labor markets at a given snapshot, framed for executive workforce planning and execution-risk visibility. They sit between raw public statistics (which lack composition) and proprietary recruiting telemetry (which is internal).

What turns those inputs into intelligence is method. A job posting is data; reading fifteen coordinated postings as a multi-market field-leadership ramp is methodology. The processes below are the documented, repeatable steps behind each surface — written down so the reasoning is auditable, not improvised. Each one is an instance of a single spine: detect the signal, interpret its significance, and advise on the decision it informs.

The six documented methodologies are:

• Executive Workforce Intelligence. The overarching detect → interpret → advise workflow that the others instantiate.
• Workforce Risk. Reading an employer's hiring footprint as a workforce-condition signal.
• Labor-Market Change. Measuring directional movement in labor demand across geographies.
• Infrastructure Growth. Translating announced projects into downstream workforce demand.
• Workforce Due Diligence. Evaluating a market before entering or expanding into it.
• Construction Workforce Supply. Composing licensing, permit, and wage data into a market supply read.

Executive Workforce Intelligence

The umbrella methodology — the workflow every other process runs on, and the one that most resembles how a consulting intelligence function operates. It moves in three stages, from raw signal to executive recommendation.

Workforce Risk Methodology

When AlphaHire produces an executive briefing, it is not simply listing jobs — it is evaluating workforce conditions. The Workforce Risk methodology reads an employer's hiring footprint as a signal of organizational intent and execution pressure. The signals it weighs include open positions, hiring velocity, expansion announcements, compensation pressure, labor availability, competitor hiring activity, geographic concentration, and project-pipeline growth.

Labor-Market Change Methodology

The methodology behind the Labor Changes Tracker. It measures directional movement in labor demand across geographies over time — where the market is expanding, where it is contracting, and how that compares to the national baseline.

Infrastructure Growth Methodology

The methodology behind the Data Center Tracker — and the forthcoming Power Grid Tracker. It captures announced infrastructure projects and translates them into the downstream construction-workforce demand they imply.

Workforce Due Diligence Methodology

One of the strongest things AlphaHire does today, and a candidate for formalization as the Workforce Due Diligence Framework. When a client asks “Should we open in Nashville?” the answer is not to start recruiting — it is to evaluate the market first. The methodology weighs labor availability, competitor density, compensation levels, talent migration, workforce shortages, and hiring velocity.

Construction Workforce Supply Methodology

The methodology where AlphaHire's contractor-licensing datasets become powerful. Where the other processes read the demand side of a market, this one measures supply — the depth of available trades and the contractors that employ them — and balances the two into a market supply read. It activates as licensing coverage expands across states.

The methodology composes five inputs:

• Contractor registrations. Active licensed contractors in the trade and market.
• Business licenses. The broader firm base operating in the geography.
• Permits. Active work as a proxy for absorbed labor.
• Job postings. Open positions as the demand counterweight.
• Wage data. Compensation movement signaling tightness.

Those inputs resolve into a Workforce Supply read for a trade in a market. On the public surface that read is expressed as a band; the granular 0–100 Workforce Supply Score is an advisory-layer artifact, consistent with how every other AlphaHire output bands its public form.

Sources

• U.S. Bureau of Labor Statistics — OEWS. Occupational Employment and Wage Statistics. State-level and national medians for construction-execution SOC codes (Construction Managers, Cost Estimators, First-Line Supervisors of Construction Trades, Civil Engineers).
• U.S. Bureau of Labor Statistics — QCEW. Quarterly Census of Employment and Wages. Private-sector construction employment, establishment counts, and wage trends by NAICS sector / subsector at state and national level.
• U.S. Treasury — USAspending. Federal contract awards filtered to construction NAICS, used as a leading signal of near-term project execution intensity.
• Contractor & business licensing. State contractor-license and business-registration datasets, used in the Workforce Supply methodology as the supply-side counterweight to demand signals.
• AlphaHire — internal layer. Methodology composition, alias / parent-entity resolution, segment classification, hiring-signal detection, and confidence weighting. Internal sources are not published in the public briefs.

Confidence handling

Every published row carries an internal confidence assessment that is degraded when:

• State-level wage data for a role is not separately published in the period.
• The state's construction-sector aggregate must be rolled up from subsector data (rather than reported directly).
• The trend window must fall back to a shorter comparison (quarter-over-quarter) where the year-over-year baseline is unavailable.
• Licensing or permit coverage for a market is partial, limiting the Workforce Supply read.

Where confidence is meaningfully degraded, the market is flagged internally for review and the published framing remains directional rather than specific. Confidence values themselves are not exposed in public briefs.

What these are not

• They are not forecasts. The intelligence layer is operational — it describes current state, not predicted state.
• They are not company-level on the public surface. Public briefs intentionally remain at state and role-group resolution; contractor-level reads exist internally and are made available only through advisory engagements.
• They are not raw scores. Outputs publish as tiers, bands, and directions. Underlying numeric scores — exposure composites, supply scores — stay in the advisory and internal layers.
• They are not exhaustive. AlphaHire's internal layer integrates additional private signals (job postings, recruiting telemetry, offer-acceptance dynamics) that are not reproduced here.

Refresh cadence, naming & frameworks

Outputs are refreshed on the underlying public-source cadence — quarterly for QCEW, annually for OEWS, rolling for USAspending, and as published for licensing and infrastructure announcements. Methodology revisions are versioned (current: v2) and documented in brief metadata.

Naming is kept consistent so the methodologies and their outputs are recognizable across surfaces. At the market level the framework is referenced as Workforce Exposure; at the role level as Compensation Intelligence; the market-entry process as the Workforce Due Diligence Framework; and the supply read as the Workforce Supply Score. Internally, additional frameworks cover execution risk, contractor backlog signaling, and buying-committee mapping; these are described in advisory engagements and not reproduced in public briefs.