In consectetur dui et volutpat tempor. Proin cursus sapien odio, ac bibendum justo placerat tincidunt. Duis vitae nunc et justo auctor venenatis. Morbi malesuada at leo non consequat. Donec semper euismod dui, in lobortis arcu luctus quis.
The sources behind the observatory — questionnaires, job-ad datasets, methodology documents and the reports registry.
This page shows the source inventory behind the observatory (13 entries). The 12 individually catalogued reports from the mapping exercise are not yet in the harmonised matrix and are pending publication permissions.
Skills4CircularityEnriched data
List of Job Ads with ID
312 ads; 142 ESCO occupations; 1,162 ESCO skills
Unit
Ad–skill link
Records
3929
Use
Profiles; Skills; Insights
Visibility
Internal + public aggregates
Skills4CircularityRaw data
Job Ads scraping results per country
Original collection across 11 countries
Unit
Ad
Records
313
Use
Staging and audit
Visibility
Internal
Skills4CircularityQuestionnaire
Upskilling and Reskilling for Circular Textiles (survey)
31 training-need topics; Dec 2025 – Jan 2026 cycle
Unit
Respondent
Records
183
Use
Skills; Insights; Reports
Visibility
Public aggregate
METASKILLS4TCLFQuestionnaire
Survey Skills Intelligence 2025
21 indicators repeated in 2026
Unit
Respondent
Records
256
Use
Skills; Insights; Reports
Visibility
Public aggregate
METASKILLS4TCLFQuestionnaire
2026 Skills Intelligence Annual Report
21 repeated indicators + 15 new
Unit
Respondent
Records
270
Use
Skills; Insights; Reports
Visibility
Public aggregate
AEQUALIS4TCLFQuestionnaire
AEQUALIS4TCLF 2024–2025
2024: 222; 2025: 158; 26 common indicators
Unit
Respondent
Records
380
Use
Skills; Insights; Reports
Visibility
Public aggregate
TCLF Skills ObservatorySource registry
Mapping of Relevant Reports and Data Sources
13 titles submitted; 12 valid after excluding a test record
Unit
Contribution / report
Records
18
Use
Reports; Insights
Visibility
As permitted
TCLF Skills ObservatoryMethodology
Cedefop abstract, Oct 2026
Objectives, method and dual architecture
Unit
Document
Records
1
Use
Governance and methodology
Visibility
Referenceable
Skills4CircularityOperational framework
MS16 operational framework
Annual cycle, dual architecture, taxonomies and compliance
Unit
Document
Records
1
Use
Governance
Visibility
Referenceable
Skills4CircularityFunctional architecture
WP6.1 Observatory Platform — Izmir meeting
Structure of Skills, Profiles, Reports and Insights