Sold by: Lightcast Europe
Deployed on AWS
Lightcast offers unparalleled national and regional data and insights on the Labour Market of 5 european countries (Italy, Spain, France, Germany & Switzerland). Our solution includes job postings IDs, occupations, skills classification and industry sectors. Dive even deeper to see salaries, company names, and job requirements such as education and experience level.
The Labour Market dataset you will find in this product is based on ISCO08 and ESCO classification.
Overview
Overview:
The Lightcast Labour Market Dataset is your ultimate solution for comprehensive, real-time insights into labour market demand of 5 european countries (Italy, Spain, France, Germany & Switzerland). With data collected from over 45,000 online job sites, which is then deduplicated and analysed using natural-language processing technology and in-house experts, it delivers a wealth of metrics on jobs, industries, recruitment activity, companies hiring, education level, and in-demand skills, both at national and regional levels, to give you the most complete picture of the labour market available today.
What’s Included?
This valuable resource includes essential information such as job posting ID, geography, occupation, experience level, industry sector, salary, company name, and required education level as well as skill information based on ISCO08 and ESCO classification. Unlock powerful insights and make informed decisions with this all-inclusive Labour market dataset solution of 5 EU countries on AWS Marketplace.
For customised packages, please contact us directly: sales-europe@lightcast.io
Who can access to the Lightcast dataset?
Products are available only to AWS Marketplace subscribers within the European Union and EFTA countries.
Additional Product information:
After being extracted, job postings are processed and classified into standard statistical classifications:
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NUTS for the territorial level: the NUTS (Nomenclature des Unités territoriales Statistiques) classification is standardised across all EU countries to enable cross-country comparison.
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NACE for the economic sector: the NACE (Statistical Classification of Economic Activities in the European Community) taxonomy is the classification of economic activities or industries in the European Union.
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ISCED for educational levels: the ISCED (International Standard Classification of Education) taxonomy provides a comprehensive framework for organising education programmes and qualifications by applying uniform and internationally agreed on definitions to facilitate comparisons of education systems across countries.
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ESCO (European Skills, Competences, Qualifications and Occupations) for occupations and skills: ESCO taxonomy identifies and categorises skills/competencies, qualifications, and occupations relevant for the EU labour market and education and training, in 25 European languages. It was built to provide a common language to help job seekers find jobs that match their skills, connect employment and education providers, and connect labour markets across the European Union. The ESCO Occupation taxonomy covers 436 unique occupations.
Data Dictionary
Here you can find the collection of terms, definitions, and attributes about data elements that are being use in the database: https://docs.google.com/spreadsheets/d/1d307nZtMdEt9m57jvhj9xA29T5p9DvJN-zyDHUOGHYo/edit?usp=sharing
Need Help?
- If you have questions about our products, contact us at support-europe@lightcast.io
About Lightcast
Lightcast provides trusted global labour market data, analytics, and expert guidance that empowers communities, corporations, and learning providers to make informed decisions and navigate the increasingly complex world of work. With a database of more than one billion job postings and career profiles, our team provides best-in-class customer service with robust data, clear analysis, and expert guidance on skills, jobs, and opportunities. Headquartered in Boston, Massachusetts, and Moscow, Idaho, Lightcast is active in more than 30 countries and has offices in the United Kingdom, Italy, New Zealand, Canada, and India. The company is backed by global private equity leader KKR. For more, visit lightcast.io/euro.
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AWS Marketplace now accepts line of credit payments through the PNC Vendor Finance program. This program is available to select AWS customers in the US, excluding NV, NC, ND, TN, & VT.
Pricing
This product is available free of charge. Free subscriptions have no end date and may be canceled any time.
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Dimensions summary
This is a free sample listing with one pricing dimension: Product Access (Units). Access is granted to subscribers at no charge, so there are no tiers, usage add-ons, or scaling charges to weigh. You get a single flat option that opens access to sample labour market data covering Italy, Spain, France, Germany, and Switzerland. Because pricing is free, the unit-based dimension exists to control access rather than to bill you by volume or term. Use this sample to review the data before considering a paid arrangement with the vendor.
Top-of-mind questions for buyers
A unit here grants access to the free sample listing rather than metering volume. Since the sample carries no charge, the unit acts as a switch that opens access for a subscriber. You are not billed per record, query, or country covered in the sample.
The sample covers labour market data for Italy, Spain, France, Germany, and Switzerland. Full offerings from the vendor span 165 countries and include job postings, professional profiles, and government statistics. The sample lets you review data quality before considering a paid arrangement.
No. The listing is free with a single flat access dimension. There are no tiers, usage add-ons, or volume thresholds. Accessing more records or all five countries does not trigger charges. Cost does not scale with use because there is nothing to meter.
lightcast.io
Helpful?
Vendor refund policy
No Refunds. Please contact support-europe@lightcast.io
Legal
Vendor terms and conditions
Upon subscribing to this product, you must acknowledge and agree to the terms and conditions outlined in the vendor's End User License Agreement (EULA) .
Content disclaimer
Vendors are responsible for their product descriptions and other product content. AWS does not warrant that vendors' product descriptions or other product content are accurate, complete, reliable, current, or error-free.
Delivery details
AWS Data Exchange (ADX)
AWS Data Exchange is a service that helps AWS easily share and manage data entitlements from other organizations at scale.
Additional details
You will receive access to the following data sets.
Data set name | Type | Historical revisions | Future revisions | Sensitive information | Data dictionaries | Data samples |
|---|---|---|---|---|---|---|
Labour Market Dataset: Italy, Spain, France, Germany & Switzerland - Sample | Last 1 revisions | All future revisions | Not included | Not included |
Resources
Vendor resources
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