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Job Postings Data

Job Postings Data

Who's hiring, for what roles, at what salary — the public signals of the job market, collected at scale through one API pipeline. Job titles, companies, locations, salaries and posting dates, delivered as structured JSON straight into your analytics pipeline.

Free trial credits · No credit card · Pay as you go

Three Ways to Get Job Data

Pick the form that fits — real-time signals via API, historical scale via datasets.

01Path 1 · Real-time signals

SERP API · Jobs Endpoint

Public job results from search engines, suited to hiring-demand, salary-band and posting-trend monitoring.

  • Job titles, companies, locations, posting dates
  • Salary data, comparable across markets
  • 190+ countries with city-level targeting
From $0.70 / 1K responsesStart SERP API Free Trial
02Path 2 · Page depth

Web Scraper API

Public job pages from hiring platforms, returned as structured JSON via built-in parsers.

  • Covers public pages on LinkedIn, Indeed, Glassdoor
  • 120+ prebuilt parsers, full JD text included
  • Auto retries and rendering, schedulable jobs
From $1.00 / 1K ($0.50 at volume)Start Scraper API Free Trial
03Path 3 · Historical scale

Data Set

Skip scraping — get licensed, commercially usable historical data at scale.

  • Ready-made Indeed, Glassdoor datasets
  • Fields cleaned, deduplicated, structured
  • Free samples attached, custom collection supported
Pick and use, subscription updates availableBrowse Job Datasets

Why Collect Job Data with Thordata

Data capabilities designed for labor-market intelligence — no generic selling points.

Salary bands, truly comparable

Salary fields show or hide by region — city-level targeting collects the same role per target market, making bands comparable instead of single-point estimates.

Posting dates as a timeline

Build demand trends by posting date — which roles are scaling, which are shrinking, tracked weekly and monthly, not one-off snapshots.

Full JD text and skill frequency

Job description text delivered directly — skill frequencies and requirement changes, raw material for AI trend analysis and model training.

Consistent fields across platforms

Different job boards parsed into the same structured fields — no per-site cleaning when merging sources, plug-and-play pipelines.

Typical Use Cases

See how job data directly answers business questions.

Market reports that stop guessing

Which industries are expanding, how salary bands move — SERP Jobs endpoint collects weekly; every conclusion in the report has data behind it.

Recruiter mapping without manual page-turning

What roles target companies are hiring, in which cities — public job pages batch-collected into structured lists; groundwork drops from three weeks to three days.

A data foundation for salary benchmarks

Salary ranges by city and role, continuously ingested — 190+ country targeting lets benchmark reports cover multiple markets, not one regional view.

A skill-trend radar on autopilot

JD text flows into the NLP pipeline, skill frequencies compared monthly — new tools and frameworks show up in job data first.

From Field List to Full Scale

The officially recommended process — validate first, then scale.

01

Define the field list

Role, company, location, salary, skills, posting date — define the fields by the business question.

02

Validate coverage on samples

Use free trial credits to verify field coverage and source quality on samples before committing.

03

Scale up collection

Scheduled jobs, parallel by country — from thousands to hundreds of thousands of requests per day, infrastructure fully managed.

The Boundaries of Job Data Collection

Only public, compliant labor-market intelligence.

No resumes or candidate data

Candidate resumes, personal contact details and private data carry clear compliance risk and are out of scope.

Nothing behind logins

Only publicly accessible job pages are collected; anything behind a login wall is never touched.

GDPR and local law

Processing of personal data must comply with GDPR and local regulations; read the target site's terms of service before collecting.

Frequently asked questions

Can Thordata collect job postings?

Yes. Public job pages can be collected in bulk, with fields such as title, location, salary range and full JD text — suited to labor-market intelligence and AI trend analysis; login-gated resume databases and candidate personal data are not supported, as they carry clear compliance risk.

Turn Job-Market Signals into Your Data Asset

Try Thordata for free — connect your job data pipeline to real-time search and structured collection.

Free trial credits · No credit card · 7-day refund guarantee