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Data Marketplace · Jobs & talent

Jobs & talent datasets

Turn public job postings into structured views of employers, roles, skills, locations, and posting activity.

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Dataset preview · jobs talentReady
Observation 01

Job posting

01

Observation 02

Employer

02

Observation 03

Role

03

Observation 04

Skill

04

Field 01
Posting event
Field 02
The entities and observations available to shape a jobs &…

Compare datasets

Choose a source built around the records you need.

Choose the job source and market that match your talent question, then compare role, employer, location, description, compensation, and timing fields.

LinkedIn

LinkedIn Jobs Dataset

Turn public LinkedIn job postings into structured employer, role, seniority, location, skills, and posting-activity records.

  • Job posting

  • Employer

  • Role

  • Location

View LinkedIn dataset →

Indeed

Indeed Job Listings Dataset

Compare public Indeed listings by role, employer, location, compensation context, description, and posting history.

  • Job listing

  • Employer

  • Role

  • Compensation observation

View Indeed dataset →

What the records preserve

Keep the context that makes every value usable.

Each posting stays connected to its employer, role, location, source URL, publication context, and collection history for consistent labor-market analysis.

How to evaluate the collection

Move from a representative sample to production-ready delivery.

Check the records in the tools and models that will use them, then choose the refresh pattern and file structure your team can run repeatedly.

  1. 01

    Define the data outcome

    Name the entities, markets, fields, history, and business output the collection must support.

  2. 02

    Review source-linked records

    Test identifiers, field meaning, joins, missing states, and source context in a representative sample.

  3. 03

    Set refresh and delivery

    Select the snapshot or recurring schedule, format, partitioning, manifest, and destination.

Connected journeys

Put the data to work across your stack.

Continue into the data model, industry, or solution page closest to your use case.

Jobs & talent data Explore job-posting records and applications. Recruitment & HR See workforce-data applications by industry. Market research Use hiring activity as a market signal. Managed Data Build a custom, fully operated data program. Web Archive Search historical public-page snapshots.

More data families

Explore another dataset category.

Commerce & retail Companies & locations Property & travel Search & AI answers Social & media Markets & technology

Build your data brief

Start with sample data for jobs & talent.

Tell us which entities, markets, fields, dates, and destination matter. We will connect those requirements to the most relevant marketplace collection.

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