Italian Labour Market Dataset

Lightcast offers unparalleled national and regional data and insights on the Italian Labour Market. Our solution includes job postings, job posting 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 Italian Labour Market dataset you will find in this product is based on ISCO08 and ESCO classification.

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Overview:

The Lightcast Italian Labour Market Dataset is your ultimate solution for comprehensive, real-time insights into Italian labour market demand. 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 Italian 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 Italian Labour market dataset solution 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:

NUTS for the territorial level: the NUTS (Nomenclature des Unités territoriales Statistiques) classification is standardised across all EU countries to enable cross-country comparison.
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.
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.
ESCO (European Skills, Competences, Qualifications and Occupations) for occupations and skills: 76 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 Format

Parquet Files (others format are available, please contact support-europe@lightcast.io )

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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Pricing

Italian Labour Market Dataset

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Pricing is based on the duration and terms of your contract with the vendor. This entitles you to a specified quantity of use for the contract duration. If you choose not to renew or replace your contract before it ends, access to these entitlements will expire.

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12-month contract (1)

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Dimension	Description	Cost/12 months
Product Access	Dimension that grants access to the product for subscribers.	$16,500.00

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Dimensions summary

This listing uses a single pricing dimension: Product Access, billed in units under a contract. You buy access to the Italian labour market dataset through a committed contract term rather than paying per query or per hour. Pricing scales with the number of units you subscribe to. There are no separate tiers or add-on dimensions to combine. The dataset covers labour market signals such as job postings, professional profiles, and government statistics for the Italian market. To confirm the unit count and contract length that fit your needs, work with the vendor.

Top-of-mind questions for buyers

What does one unit of Product Access represent for this dataset?

A unit grants your organization access to the Italian labour market dataset under your contract. The unit count reflects the scope of access you subscribe to, not a per-query or per-hour charge. Since the exact unit definition is not published, confirm what one unit covers with the vendor before you commit.

How is this contract billed compared with a usage-based option?

You commit to Product Access units over a contract term rather than metering each query or hour. Charges are fixed to the units you subscribe to for the term. This suits steady, ongoing use of the dataset rather than occasional or spiky access, since cost does not rise or fall with daily usage.

What kind of data does this dataset include for the Italian market?

The dataset draws on labour market signals including job postings from online sources, anonymized professional profiles, and government statistics. These sources are cleaned and standardized into consistent categories such as occupations, skills, wages, and demand. Your Product Access units grant access to this Italian data under the contract terms.

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No Refunds. Please contact support-europe@lightcast.io

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