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# Job posting data for richer real-time labor market insights

- 461M+ job listings, hundreds of thousands of new ones added in real time
- Deduplicated, multi-source records for accurate job market analysis
- Enriched with information about the hiring company and recruiter

In line with the highest data privacy standards

## Analyze. Enrich. Build.

### Enhance HR technology

Fuel job boards, ATS platforms, and HR tools with richer, duplicate-free postings to improve matching, context, and hiring insights in real time.

### Speed up sales

From growth plans and role changes to companies’ tech stacks: uncover signals hidden in every job ad.

### Level-up market research

Analyze the labor market with 500,000+ job listings added daily and access to years of historical data.

### Build and improve AI tools

Build matching, forecasting, and recommendation engines with structured, AI-ready data optimized for easy ingestion.

## What is job posting data?

Our fresh job posting data captures key data fields from online job ads and, through enrichment, provides additional insights into both the open roles and the companies behind them. Get historical and real-time data for your project.

#### Job information

- Description
- Employment type
- Number of applicants
- Functions
- Department and management level
- Decision-maker status

#### Location

- Country
- City
- State
- Company's headquarters location

#### Salary

- Salary type (multiple, if applicable)
- Salary range (multiple, if applicable)
- Currency

#### Metadata

- Job status
- Job source information
- Creation and last update dates
- Unique source links

#### Company information

- Main company information
- Locations
- Funding
- Technologies used
- Company keywords

#### Recruiter information

- Profile URL
- First name and last name

## Two data processing levels, from single-source listings to unmatched multi-source records

Get standard data or opt for an enhanced, multi-source option to cut through the complexity. You can select the data processing level based on your business needs.

#### Base Job Posting Dataset

- One source
- Standardized and normalized scraped data
- Available in Parquet, JSONL, or CSV

#### Multi-Source Job Posting Data

- Multiple integrated sources
- Free of duplicated records
- Structured, normalized, and standardized
- Enriched with company and recruiter data
- Available in Parquet or JSONL format

## Choose how you want to access job posting data

##### Jobs API

Get job postings from our job posting datasets using our APIs. Find and download data in real time.

##### Large-scale job posting dataset

Get millions of job posting data records for in-depth analysis and data-powered products.

##### Custom job posting datasets

Use our self-service platform with no-code tools for data search. Filter our Multi-Source Jobs Dataset and export data in JSONL.

## Job posting data use cases

### Enriching HR tech solutions

Coresignal’s Multi-Source Job Postings Dataset offers enriched, high-coverage job listings ideal for HR technology platforms. With structured records from multiple sources and hundreds of thousands of new listings added daily, it ensures a steady flow of fresh data while reducing time spent on engineering and maintenance.

### Identifying clearer intent signals

When combined with company data, job posting data helps identify who is likely to buy and when with more precision. Spikes in hiring or changes in specific roles, alongside company status data, accelerate signal discovery and reveal unique insights for sales teams.

### Training and building unique AI

This AI-ready dataset is optimized for seamless integration into data-driven applications. With daily updates and enriched records, it offers a cleaner, more complete alternative to typical scraped job data, ideal for building intelligent models and automation workflows.

## Frequently asked questions

### How is job posting data collected?

We collect job posting data from top public web sources. The Base Dataset contains single-source data, and the Multi-Source Dataset is a unique data solution that combines data from multiple job boards into one and is enriched with data on the hiring company and recruiter.

### What are Coresignal's job posting data sources?

Top job posting data sources include professional networking platforms with job posting features, and dedicated job posting and job search platforms, such as Indeed or Glassdoor.

### Who uses job posting data?

Coresignal's job posting data is popular among companies working in the HR tech, sales intelligence, investment, and market research industries.

### What can you do with job posting data?
- Get job posting data records at scale
- Extract insights about companies' hiring activities
- Build a fuller picture of companies' strategic moves
- Track the growth of selected companies
- Identify intent signals

### How secure is the data?

Data security is one of the main priorities. We store data in a protected dataset to avoid breaches and leaks of sensitive information. To learn more about our data security and data privacy practices, visit the [Data transparency](/content/data-transparency/index.html) page.

### What is the value of job posting data?

Job posting data helps recruiters, investors, and businesses make better-informed, data-driven decisions. Getting jobs data at scale enables teams across the globe to build new HR tech tools, perform in-depth analysis, and extract signals relevant to their business.
