Labor Market – Public & Research Services

Business Intelligence for Public & Research Institutions

Public organizations, Chambers of Commerce, and universities require reliable labor market intelligence to support economic development, workforce planning, and academic research.

Aspen Tech Labs provides structured job posting data and labor market intelligence services built on high-frequency job data collected directly from employer career sites and ATS systems. Raw job data is not sourced from LinkedIn or syndicated aggregators.

Services are structured around reporting, historical research, and live monitoring needs.

Regional Wage & Salary Transparency Analysis

Structured job posting data allows tracking of compensation signals across states and regions.

Services may include:

  • State-level wage reporting
  • Salary transparency monitoring
  • Compensation trend analysis by occupation
  • Regional comparisons across industries
  • Reporting aligned with economic development initiatives

Custom research engagements have supported state-level reporting initiatives, including structured wage and hiring trend analysis.

Economic & Workforce Development Reporting

Chambers of Commerce and public agencies often require measurable workforce signals to support:

  • Regional growth analysis
  • Industry expansion tracking
  • Employer demand mapping
  • Skills demand identification
  • Hiring intensity trends

Structured job data can be aggregated to provide consistent reporting across municipalities, states, or economic zones.

Historical Job Data for Academic Research

Universities and research institutions may require longitudinal datasets for structured labor market research.

Available data may include:

  • Historical raw job posting records (from September 2022 onward, with expanded employer coverage over time)
  • Enhanced and normalized datasets
  • Wage and compensation fields (where available)
  • Occupational and skills-level data
  • Geographic segmentation

Datasets can support peer-reviewed research, economic modeling, workforce forecasting, and policy studies.

When institutional research publications become available (e.g., forthcoming academic partnerships), use cases and references may be incorporated into this section.

Live Labor Market Intelligence

In addition to historical datasets, institutions may require live monitoring capabilities.

Services can include:

  • Ongoing hiring trend dashboards
  • Structured reporting feeds
  • API-based access
  • Regular analytical summaries
  • Custom labor market intelligence briefings

These services can complement static research with current hiring signals.

Public-Facing Data Widgets

For organizations with significant public traffic, structured job data widgets can be deployed to support:

  • Public dashboards
  • Regional hiring summaries
  • Wage transparency views
  • Employer activity displays

Widgets can be configured to align with institutional reporting objectives and branding standards.

Data Collection & Methodology

All services are grounded in structured job data collected directly from employer career sites and ATS systems.

Processing includes:

  • Source monitoring
  • Duplicate cleanup
  • Employer normalization
  • Location standardization
  • Classification and enhancement
  • Validation layers

The objective is to create consistent, research-ready datasets suitable for academic, economic, and policy analysis.

For discussions regarding labor market research services, historical datasets, wage transparency analysis, or public reporting tools:

 

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