Scholar4AI Updated 2026-11-04 18:03 UTC+09:00

Lightcast (Burning Glass)

data category: Job postings and occupation data · 0 papers in the last 7 days

← Most-used data · All Job postings and occupation data datasets

Online job ads, occupational task descriptions, worker profiles and employer reviews.

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Names searched for: Burning Glass, Lightcast

Key findings#

  • From Nov 2023 to Oct 2026, 21 archived papers mentioned Lightcast (Burning Glass) in their title, abstract or keywords (the search of earlier months' full texts is still under way), most of them in Aug 2026 (4).
  • Lightcast (Burning Glass) was mentioned in 1 paper in the last 30 days (2026-10-06 to 2026-11-04), ranking #172 of the 255 datasets mentioned.
  • By journal category: Economics (1).
  • Most of them appeared in Labour Economics (1).
  • From 2017 to 2026 (so far), Lightcast (Burning Glass) was mentioned in 22 papers in the tracked journals, most of them in economics (11), management (3) and finance (2).
  • 5 of them were published in 2025, against 0 in 2017.
  • Since 2023, the institutions with the most of these papers were Villanova University (3), Alexander von Humboldt Institute for Internet and Society (1) and Bruegel (1).
  • The journals publishing most of them were Labour Economics (3), Business Economics (2) and Review of Accounting Studies (2).
  • The most-cited of them is “Skills or degree? The rise of skill-based hiring for AI and green jobs” (Technological Forecasting and Social Change, 2025), with 76 citations.
  • Papers use Lightcast (Burning Glass) most often with Bureau of Labor Statistics (5), Compustat (4) and LinkedIn (4); it has 8 partners in the code and data network, in the group around World Development…, Eurostat, International Energy….

Mentions over 36 months#

Papers mentioning it by publication month, Nov 2023 to Oct 2026 (titles, abstracts and keywords; the full texts of earlier months are still being searched)
TrendNov 23–Oct 24Nov 24–Oct 25Nov 25–Oct 2636 months
471021

Papers per year#

2017: 0 papers2018: 0 papers2019: 0 papers2020: 0 papers2021: 0 papers2022: 0 papers2023: 1 paper2024: 6 papers2025: 5 papers2026 (so far): 10 papers
20172026 (so far)
Papers per publication year and category
Category2017201820192020202120222023202420252026 (so far)
Economics0000001325
Management0000000021
Finance0000000002
Accounting0000000002
AI0000000010
Operations Research0000000100
Marketing0000000100
Higher Education and Research0000000100
All categories00000016510

Where the papers come from#

Institutions with the most papers, since 2023
#InstitutionPapers
1Villanova University3
2Alexander von Humboldt Institute for Internet and Society1
3Bruegel1
4Center for Interuniversity Research and Analysis on Organizations1
5Cheung Kong Graduate School of Business1
6City University of Hong Kong1
7Copenhagen Business School1
8Erasmus University Rotterdam1
9Friedrich-Alexander-Universität Erlangen-Nürnberg1
10Georgia Gwinnett College1
Countries with the most papers, since 2023
#CountryPapers
1United States11
2China3
3Belgium2
4Canada2
5Germany2
6United Kingdom2
7Singapore2
8Switzerland1
9Denmark1
10Hong Kong1
Keywords with the most papers, since 2023
#KeywordPapers
1job advertisements4
2artificial intelligence3
3customer satisfaction3
4labor demand3
5corporate social responsibility2
6employee engagement2
7human capital2
8innovation2
9job vacancies2
10labor market2

Most-cited papers#

Most-cited papers since 2017
#CitationsPer monthTitleJournalPublishedAuthors
1763.8Skills or degree? The rise of skill-based hiring for AI and green jobsTechnological Forecasting and Social Change2025-02-26Matthew Bone, Eugenia González Ehlinger, Fabian Stephany
2120.7Automated feature engineering for automated machine learningKnowledge-Based Systems2025-05-15Casper de Winter, Flavius Frăsincar, Bart de Peuter et al.
390.4Skill demand versus skill use: Comparing job posts with individual skill use on the jobLabour Economics2024-12-12Moira Daly, Fane Groes, Mathias Fjællegaard Jensen
470.2Effects of stay-at-home orders on skill requirements in vacancy postingsLabour Economics2023-02-13Ran Gu, Ling Zhong
550.6The use of artificial intelligence in decision-making: evidence from the effectiveness of corporate tax strategiesReview of Accounting Studies2026-03-11Trent J. Krupa, Michele S. Mullaney

Archive counts by publication year: a paper counts when its title, abstract or keywords name the dataset, or when OpenAlex's full-text search finds it there (searched for the last 30 days' papers and, by a pass over the past years, for older ones). Names added to the list later are looked for in older papers as the archive is read again.

Used together with#

Papers use Lightcast (Burning Glass) most often with Bureau of Labor Statistics (5), Compustat (4) and LinkedIn (4); it has 8 partners in the code and data network, in the group around World Development…, Eurostat, International Energy…. The whole network →

What papers use Lightcast (Burning Glass) together with (at least 3 papers; lift 1 = chance)
Used withTypePapers using bothLift
Bureau of Labor StatisticsDataset526.2
CompustatDataset412.0
LinkedInDataset49.4
O*NETDataset474.2
FacebookDataset32.2
GlassdoorDataset363.0
SustainalyticsDataset367.5
Twitter / XDataset31.5
Papers mentioning Lightcast (Burning Glass) in the last 30 days, newest first.
DateTitleJournalAuthorsAffiliations
2026-10-07Artificial intelligence technologies, skills demand and employment: Evidence from linked job adsLabour EconomicsLennert Peede, Michael StopsFriedrich-Alexander-Universität Erlangen-Nürnberg; Institut für Arbeitsmarkt und Berufsforschung
Cite this page

Scholar4AI. (2026). Lightcast (Burning Glass). Journal and Conference Research Rankings. Retrieved November 4, 2026, from https://scholar4ai.com/datasets/lightcast-burning-glass

@misc{scholar4ai-datasets-lightcast-burning-glass,
  author = {{Scholar4AI}},
  title = {Lightcast (Burning Glass)},
  year = {2026},
  howpublished = {\url{https://scholar4ai.com/datasets/lightcast-burning-glass}},
  urldate = {2026-11-04},
  note = {Journal and Conference Research Rankings; data from OpenAlex (CC0); licensed CC BY-NC 4.0}
}

Free to reuse for non-commercial purposes with attribution (CC BY-NC 4.0).