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Data Sources

The data sources behind AlphaHire workforce intelligence.

AlphaHire workforce intelligence is built on 500+ integrated data sources across labor market activity, compensation signals, project pipeline data, and trade certification flows. Source breadth and diversity are requirements, not aspirations — single-source intelligence creates single-source blind spots.

Data SourcesSignal IntelligenceLabor Market DataCompensation Data
Data Source Coverage ReadIllustrative
Labor market sourcesActive postings + flow data
Compensation sourcesOffer data + bid records
Project pipelineConstruction + energy pipelines
Trade dataCertification + utilization records
Total integrated sources500+
Coverage180+ markets
What AlphaHire Sources

Intelligence requires source diversity, not a single vendor feed.

Labor market signal sources capture current supply and demand conditions

Labor market intelligence at the quality level required for capital decisions requires real-time supply and demand signal coverage — not quarterly survey averages. AlphaHire integrates active labor market posting data, contractor utilization records, regional workforce flow data, and employer demand signals across 180+ covered markets. The result is a current view of labor supply depth and demand intensity that reflects the market as it is operating, not as it was summarized months ago.

Compensation signal sources reflect active market negotiation, not published benchmarks

Published compensation surveys reflect what the market paid in the past. AlphaHire’s compensation signal sources capture active offer data — what employers are currently offering to secure skilled tradespeople — and contractor bid records that reflect current market positioning. This combination produces compensation intelligence that is forward-looking and calibrated to specific trade categories in specific markets.

Project pipeline data reveals where competing demand will materialize

One of the most actionable inputs to labor market intelligence is the project pipeline — planned and announced capital projects that will compete for the same skilled workforce as the projects AlphaHire’s clients are executing. AlphaHire tracks construction permit activity, energy project announcements, infrastructure development pipelines, and industrial facility development across covered markets to provide advance visibility into where competing labor demand will materialize.

Relevant Solutions

Solutions that apply this intelligence.

Intelligence

Workforce Intelligence Briefings™

Intelligence briefings built on AlphaHire’s multi-source data framework.

Risk Intelligence

Workforce Risk Monitoring™

Continuous risk monitoring drawing on 500+ integrated data sources.

Pre-Investment

Labor Availability Assessment™

Data-driven labor availability assessment before capital commitment.

Related Intelligence

Methodology, platform, and research behind the data.

Intelligence Methodology

How AlphaHire’s data sources are structured into analytical frameworks and decision-ready intelligence.

Workforce Intelligence Platform

The platform domain that structures workforce signal data into actionable intelligence outputs.

Workforce Intelligence Research

Published research from the AlphaHire Research Library built on the same multi-source data framework.

Get intelligence built on 500+ integrated data sources.