Industry · Jobs & recruitment

Job posting data scraping service

See who is hiring, for what, and at what pay. We collect job postings from job boards and company career pages, remove duplicates across sites, and deliver clean hiring data on your schedule.

Example job record

Role
Senior data engineer
Company
Company 41 (logistics)
Location
Remote, EU time zones
Salary
70,000–85,000 EUR (as posted)
Status
Open · posted 29 Oct, also on Board C
Observed at
2026-11-02 09:00 UTC
Every record links back to the page it came from. Download a full sample

Deliverables

Hiring data in one consistent structure

Postings from boards and career pages

Title, company, location, remote status, salary as posted, seniority and posting date for every job.

Duplicates merged

The same job posted on several boards and the company site is counted once, with every source kept.

Skills and trends over time

Track which roles and skills companies hire for, and how posting volume changes week by week.

Who it’s for

What teams do with it

Recruiters and staffing firms

Find companies that are actively hiring for the roles you place, before your competitors do.

HR and compensation teams

Benchmark posted salaries and job requirements for the roles you hire.

Investors and researchers

Use hiring volume as a signal of company growth and labour-market demand.

How it works

From your brief to a delivered dataset

  1. Share roles and sources

    Tell us the roles, locations, companies or job boards to cover. We confirm coverage and flag any source concerns.

  2. Review a free sample

    Check real postings, with duplicates merged, before you commit.

  3. Get postings on schedule

    Daily or weekly, in CSV, Excel, Google Sheets or via API. Scrapers are maintained when sites change.

Accuracy

Each job counted once

Job boards repost the same role many times. We match postings by company, title, location and description, merge duplicates, flag uncertain matches and record whether a salary was posted or missing, rather than guessing.

How we collect data ↗

Common questions

Which job boards and sites can you collect from?

Most public job boards and company career pages, including career sites built on common hiring platforms. We check each source during scoping.

Do you collect candidate profiles or CVs?

No. We collect job postings only. We don’t collect candidate or recruiter personal data.

Can you collect salaries?

Yes, when the posting shows one. Salaries are recorded as posted, with the currency and period, and marked missing when not shown.

Can you track when jobs are filled or removed?

Yes. With regular refreshes we record when each posting appears and disappears, a useful sign of how fast roles are filled.

Request your free sample

Send the roles, locations or companies you want covered. We’ll reply within one business day with a sample plan.

hello@furnishdata.com
  • Free sample before you pay
  • Public data, collected responsibly
  • Every record traceable to its source

Related service

Data feeds ↗