Burning Glass Technologies

Burning Glass Technologies
Name	Burning Glass Technologies
Type	Private
Industry	Labor market analytics
Founded	2007
Headquarters	Boston, Massachusetts
Key people	Matthew Sigelman

Burning Glass Technologies is an American labor market analytics firm that specializes in collecting, analyzing, and visualizing online job postings and workforce data to inform policy, corporate strategy, and academic research. The company combines web-scraped vacancy data with resume and credential information to produce reports, tools, and dashboards used by governments, universities, and private-sector firms. Burning Glass is known for detailed occupational demand measures, skills taxonomies, and studies on credentialing and workforce transitions.

Overview

Burning Glass offers specialized analytics that draw on live labor-market activity, integrating online job postings, résumé repositories, and occupational taxonomies to measure demand for skills, certifications, and job titles. Its products support workforce boards, higher-education institutions, staffing firms, and corporate human-resources teams with granular insights on regional labor markets, industry hiring trends, and occupational transitions. The company positions itself at the intersection of data science, labor economics, and workforce development, delivering tools for policymakers, practitioners, and researchers.

History

Founded in 2007 by technology entrepreneurs and researchers, the firm evolved alongside advances in web scraping, natural language processing, and cloud computing. Early growth occurred as demand for real-time labor-market intelligence rose among consulting firms, workforce development agencies, and higher-education planners. Over time, the company expanded its taxonomy and product suite, aligning with initiatives led by municipal governments, federal workforce programs, and philanthropic organizations. Leadership engaged with academic partners, think tanks, and industry associations to validate methodologies and broaden adoption.

Products and Services

Core offerings include occupational-demand dashboards, skills gap analyses, and automated job-posting analytics for corporate recruiting. The platform provides labor-market visualizations, custom research briefs, and API access for integrating vacancy and skill signals into enterprise systems. Services also extend to credential analysis, career-pathway mapping, and supply–demand tools used by workforce development boards, community colleges, and economic-development agencies. Consulting engagements produce bespoke reports for clients in sectors such as technology, healthcare, finance, and manufacturing.

Data Sources and Methodology

The company aggregates millions of online job postings and résumé entries from commercial job boards, corporate career sites, staffing platforms, and professional networks. Natural language processing pipelines standardize titles and extract skill mentions, certifications, and education requirements, mapped to proprietary occupational taxonomies. Methodological work includes deduplication routines, geolocation heuristics, and time-series smoothing to mitigate posting churn and bot-driven noise. Validation efforts often involve cross-referencing with official labor statistics, employer surveys, and institutional administrative records.

Research and Impact

Research produced by the firm and its collaborators has informed policy discussions on credential inflation, skills mismatch, and regional labor-market resilience. Studies have been cited in reports by municipal administrations, state workforce agencies, and academic centers examining automation, credentialing, and occupational mobility. The firm has contributed data and analysis to workforce planning initiatives at community colleges, municipal innovation labs, and national workforce strategies, influencing program design and funding decisions.

Partnerships and Clients

Clients and partners have included state workforce agencies, city economic-development offices, community-college systems, staffing firms, multinational corporations, foundations, and research institutes. Collaborations have occurred with higher-education institutions, labor research centers, philanthropic organizations, and industry associations to co-produce reports, pilots, and tools for career intermediaries. The company has engaged with consulting firms, nonprofit workforce intermediaries, and technology vendors to integrate vacancy analytics into broader talent-management and economic-development workflows.

Criticism and Controversies

Scholars and practitioners have raised concerns about representativeness, given reliance on online job postings that may undercount informal hiring channels, gig platforms, and employer-specific recruitment practices. Critics highlight potential bias when mapping skills to standardized taxonomies, and the risk of amplifying transient demand signals during economic shocks. Methodological transparency and validation against household surveys and administrative wage records have been focal points in debates over the appropriate use of vacancy-derived indicators for policy and funding decisions. Some stakeholders have called for clearer disclosure of data sources, deduplication methods, and limitations when informing credentialing and workforce investments.

Matthew Sigelman Boston Massachusetts United States Natural language processing Occupational taxonomy Labor economics Workforce development Community college Economic development Job board Staffing Career pathway Credential Certificate (disambiguation) Automation Skills gap Human resources API Data science Cloud computing Municipal government State government Federal government Philanthropy Research institute Think tank Higher education Resume Job posting Hiring Recruitment Workforce board Policy Analytics Dashboard Time series Bias (statistics) Validation (statistics) Survey methodology Administrative data Wage Employment Gig economy Staffing agency Multinational corporation Nonprofit organization Consulting firm Economic policy Occupational mobility Labor market Data visualization Machine learning Deduplication Geolocation Heuristic Taxonomy Credential inflation Occupational demand Skill taxonomy Job title Career services Pilot project Funding Program design Transparency Methodology

Category:Companies based in Boston