French Labour Market Dataset

Lightcast offers unparalleled national and regional data and insights on the French Labour Market. 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 French Labour Market dataset you will find in this product is based on ISCO08 and ESCO classification.

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Overview:

The Lightcast French Labour Market Dataset is your ultimate solution for comprehensive, real-time insights into French 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 French 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 French 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: 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

French 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.	$22,000.00

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Dimensions summary

This listing uses a single pricing dimension: Product Access, measured in Units. You buy under a contract that grants subscribers access to the French Labour Market Dataset. Pricing scales with the number of Units you purchase, so you size your commitment to your organization's needs. There are no separate tiers, instance sizes, or usage add-ons to combine. The dataset delivers labour market intelligence built from job postings, government statistics, and professional profiles, cleaned and standardized for analysis. To set the number of Units and finalize contract terms, work with the vendor.

Top-of-mind questions for buyers

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

A Unit is the access grant that lets subscribers use the French Labour Market Dataset under your contract. It is a licensing measure rather than a per-record or per-query charge. The exact scope of a Unit and how many you need are set with the vendor when finalizing contract terms.

How can the dataset be delivered once I have Product Access?

You can load the data into cloud storage on multiple providers, query record-level data through data shares, pull it through APIs, or transfer files securely. These delivery methods let you plug the dataset into your own tools without building ingestion pipelines. Delivery choices are arranged with the vendor.

What source data does the French Labour Market Dataset draw on?

The dataset combines job postings from many online sources, government statistics, and anonymized professional profiles. Lightcast cleans, links, and standardizes these signals into consistent taxonomies for occupations, skills, and titles. This gives you a view of employer demand, wages, and talent supply for the French market.

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Vendor refund policy

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

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