NexPath - Career Assessment & Guidance Platform
Trust Center

Every number on NexPath has a producer's name on it.

We integrate official public data and always show whose number it is. Where no honest data exists, we show nothing rather than invent it.

Occupations and the labour market

The official sources behind the occupation and labour-market data

The occupation, skills and job-market information on NexPath draws on the producers listed below. The table shows what each one provides, which countries it covers and, under its name, a short note on its licence or status. Reuse is subject to each producer's own terms.

What it providesShortage and surplus assessments per occupationGeography29+ European countries
Cedefop Skills Forecastcited, indicative
What it providesEmployment and demand projectionsGeography33 European countries
Eurostatpublic
What it providesLabour force employment statisticsGeographyEU + candidate countries
What it providesWage ranges (10th–90th percentile) and projectionsGeographyUS, national + state
What it providesOccupation Shortage List ratingsGeographyAustralia, national + state
What it providesRegional shortage/surplus assessmentsGeographySweden, county-level
What it providesMedian pay per occupation group (monthly earnings × 12)GeographyFinland
What it providesOpen vacancies and unemployed jobseekers by occupation, retrieved from Statistics Finland's StatFinGeographyFinland
What it providesMedian pay per occupation group (monthly earnings × 12)GeographyNorway
What it providesMedian pay per occupation group (monthly salary × 12)GeographySweden
Jobindsats (STAR)derived figures
What it providesVacancies and jobseekers by occupation; NexPath shows the derived ratioGeographyDenmark, national + region
Job Bank (Employment and Social Development Canada)Open Government Licence – Canada
What it providesThree-year employment outlook by occupationGeographyCanada, by province
Projections Centralstate agencies via US ETA
What it providesState employment projectionsGeographyUS, by state
What it providesRegulated-profession requirementsGeography31 European countries
Opintopolku / OPHofficial register
What it providesOfficial education programme registerGeographyFinland
ESCOpublic
What it providesEuropean occupation and skills taxonomyGeographyEU-wide
O*NETCC BY 4.0
What it providesUS occupation taxonomy and skill dataGeographyUnited States

Some sources require exact citation or indicate-of-modification per their licence (Cedefop, EU Regulated Professions Database). This page satisfies that obligation.

Study programmes

The official registers behind the programmes

Each programme comes from an official register of its own country or, for a few countries, from the European Commission's Europass register. Where a register does not state the qualification level, we derive it from that country's national qualifications framework where one exists, and we add the match to occupations ourselves. Reuse is subject to each register's own terms.

Show the registers
AustriaAMS WeiterbildungsdatenbankAMS WeiterbildungsdatenbankArbeitsmarktservice Österreich
AustraliaCRICOSCRICOSDepartment of Education, Australian Government
BelgiumDoriforDoriforBruxelles Formation
BelgiumHogeronderwijsregisterHogeronderwijsregisterAHOVOKS and NVAO, Flemish government
ChileMi Futuro / SIESMi Futuro / SIESSubsecretaría de Educación Superior
ColombiaSNIESSNIESMinisterio de Educación Nacional
CzechiaStudy in CzechiaStudy in CzechiaDZS, under MŠMT
GermanyEuropass Qualification Dataset RegisterEuropass Qualification Dataset RegisterEuropean Commission
DenmarkUddannelsesGuiden (ug.dk)UddannelsesGuiden (ug.dk)Børne- og Undervisningsministeriet
EstoniaEHISEHISMinistry of Education and Research
SpainFPCAT (Catalonia)Generalitat de Catalunya
FinlandKonfo / OpintopolkuKonfo / OpintopolkuOpetushallitus (OPH)
FranceRNCPRNCPFrance compétences
FranceMon Compte FormationMon Compte FormationCaisse des Dépôts / DGEFP
GreeceStudy in Greece Program FinderStudy in Greece Program FinderMinistry of Education, Religious Affairs and Sports
IrelandQualifaxQualifaxQuality and Qualifications Ireland (QQI)
IrelandEuropass Qualification Dataset RegisterEuropass Qualification Dataset RegisterEuropean Commission
ItalyOfferta formativaOfferta formativaMinistero dell'Università e della Ricerca
KenyaKUCCPSKUCCPSKenya Universities and Colleges Central Placement Service
South KoreaStudy in KoreaStudy in KoreaNIIED, Ministry of Education
MaltaMalta Qualifications RegistryMalta Qualifications RegistryMFHEA
NetherlandsOpleidingsoverzicht HOOpleidingsoverzicht HODUO, Ministerie van OCW
NetherlandsOpleidingsaanbod MBOOpleidingsaanbod MBODUO, Ministerie van OCW
NorwayUtdanning.noUtdanning.noHK-dir
New ZealandStudy with New ZealandStudy with New ZealandEducation New Zealand
PolandPOL-on / RAD-onPOL-on / RAD-onMinistry of Science and Higher Education
PortugalDGES SIMGESDGES SIMGESDireção-Geral do Ensino Superior
SerbiaStudy in Serbia (bazaobrazovanja.rs)Study in Serbia (bazaobrazovanja.rs)NEAQA
Saudi ArabiaStudy in SaudiStudy in SaudiMinistry of Education
SwedenSUSA-navetSUSA-navetSkolverket
SingaporeMySkillsFuture Course RunSkillsFuture Singapore
SlovakiaPortál vysokých škôlPortál vysokých škôlMinistry of Education, Research, Development and Youth
TürkiyeYÖK AtlasYÖK AtlasYükseköğretim Kurulu
UkraineEDEBOEDEBOMinistry of Education and Science
United StatesCollege ScorecardCollege ScorecardUS Department of Education
South AfricaSAQA National Learners' Records DatabaseSAQA National Learners' Records DatabaseSouth African Qualifications Authority

Online course providers also shown: Microsoft Learn, MIT OpenCourseWare, Salesforce Trailhead, Linux Foundation Training, CompTIA, mooc.fi, iMooX (MOOChub).

Professional qualifications also shown: the Flemish register of professional qualifications (Beroepskwalificaties, Kwalificatiedatabank), run by AHOVOKS for the Flemish government. We show the closest qualification for an occupation and keep its Flemish level; it is not an exact equivalent and not an EQF level. Reused under the Flemish Open Licence for free reuse.

How far this actually reaches

What we hold, stated separately

Two language counts get merged constantly, including by us in the past. They measure different things, so they are listed apart here and everywhere else.

Assessments

46languages today
Built for a market when we enter it — not machine-translated into it. The number grows.
231countries where those languages are spoken
Reach of the languages, not a claim of operations in each.

The desk

28platform languages
Fixed, following ESCO. This figure never describes the assessments.

Occupations and study routes

3,039ESCO occupations
Published as public pages in 28 languages — 85,092 pages.
98.8%mapped to O*NET
The rest return an honest no-match rather than a fabricated one.
289,348official study programmes
Programmes we can show across 32 countries.
1,763occupations with a study route
Where a qualifying route exists in at least one of those countries.

Labour market

EUshortage and demand
ELA/EURES and Cedefop.
USwages by state
Bureau of Labor Statistics.
AUshortage ratings
Jobs and Skills Australia.
CAprospects by province
Job Bank three-year outlooks. Shown on the occupation pages.
FI NO SEpay by occupation group
Statistics Finland, Statistics Norway and Statistics Sweden. Group figures, labelled as such on each page.
DK FIvacancies per jobseeker
Jobindsats (Denmark) and Työnvälitystilasto (Finland). The ratio is calculated by NexPath from their counts.

Every figure above names its producer. None of it is live — these publish on their producers' schedules, and each page says which edition it is showing.

Questions people ask

Have a question about a specific number?

Talk to us — we're glad to point you to the exact source behind any figure on the site.

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