Best Job Postings Datasets, Databases & APIs

What is Job Postings Data?

Job postings data is data collected by scanning hundreds of thousands of job postings that are put up on a daily basis. Those companies who are offering information on related jobs would use this information. A newsfeed, API, or database would collect and hold this data.Learn more

Recommended Job Postings Data Products

28 Results
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Bright Data | Business Data - Global Coverage - Company Data, Employee Profiles, Job-related Datasets

, employee profiles, and job-related data automatically delivered directly to your inbox. ... in order to: Get you company, employee profiles, and job-related data sets (among others) Format
Available for 245 countries
97% Success rate in real-time
Available Pricing:
One-off purchase
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Usage-based
Free sample preview
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Coresignal | Job Posting Data / Global / The Largest Professional Network, Indeed, Glassdoor + 3 Other Sources / 180M+ Records / Updated Monthly

In B2B sales, job postings can also help identify the best moment to approach a prospective client. ... Job posting data offers insights into the current and historical company hiring activities that make
Available for 249 countries
182 million records
40 months of historical data
Available Pricing:
One-off purchase
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Yearly License
Usage-based
Free sample available
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Jobs posting data feed, monthly delivery (1M records approx.) (USA)

Key Attributes: This data covers 10 key attributes such as => Date of job posting => Job title => ... ) 𝗳𝗼𝗿 𝘀𝘁𝗿𝘂𝗰𝘁𝘂𝗿𝗲𝗱 𝗷𝗼𝗯𝘀 𝗳𝗲𝗲𝗱 𝗱𝗮𝘁𝗮: Job post data offers insights on the current
Available for 1 countries
1M jobs / month (approx)
3 months of historical data
100% match rate
Starts at
$200 / purchase
Free sample preview
10% Datarade discount
Free sample available
30% revenue share
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Rocks & Gold Job Postings Data (Europe, USA, Canada): 15M+ (50+ job boards) B2B Tech Hiring Requests to Uncover Real-time Demand and Trends

Rocks & Gold helps to identify companies in the search of tech expertise based on millions of job updates ... Visit rocks.gold to create a free-trial account and see data.
Available for 16 countries
15M job postings
3 years of historical data
99% websites from hiring company profiles
Starts at
$500 / purchase
Free sample preview
25% Datarade discount
Free sample available
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100000+ Job Description dataset | Extract Entities | Analyze Job Markets |

by TagX
Job Descriptions dataset scraped from more than 60+ countries. ... market which can be used for various applications like Machine learning, Artificial Intelligence, and Data
Available for 240 countries
1M records
5 years of historical data
100% Full descriptions
Starts at
$1$0.90 / purchase
Free sample preview
10% Datarade discount
Free sample available

MixRank - Global LinkedIn Job Postings Dataset | 550M+ Records | 30M+ Updates/Month | Hourly Delivery

by MixRank
MixRank’s Global LinkedIn Job Postings Dataset covers over 550M+ job postings. ... Companies, AdTech and more: Integrate our job postings data to provide your end-users with insights
Available for 248 countries
550M Records
24 months of historical data
80% All posted jobs captured in <6 hours
Starts at
$7,500 / month
Free sample preview
Free sample available

Jobs Posting Data Feeds from Job Aggregator sites: Indeed/Glassdoor/Monster/Zip recruiter | Grepsr

by Grepsr
Provide almost real-time data about job postings. ... The dataset consists of data from relevant companies and industries’ job postings.
Available for 249 countries
99% match rate
Available Pricing:
One-off purchase
Monthly License
Yearly License
Usage-based
Free sample preview

InfoTrie's Job Posting Dataset Globally - Real-Time & Custom Analysis

Define your own data delivery and schedule method. Up to 10,000 per job postings dataset. ... Get Job Listings through location, functions, date of publishing etc. for up to 10,000 job postings per
Available for 249 countries
10K records
98% match rate
Pricing available upon request
Free sample preview
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Bright Data | Linkedin Data - company/employee profiles (global coverage)

You can now automatically collect LinkedIn data including company/employee profiles, and job-related ... Get company, employee profiles, and job-related data sets (among others) Choose the format you need
Available for 245 countries
97% Success rate in real-time
Available Pricing:
One-off purchase
Monthly License
Yearly License
Usage-based
Free sample preview

Global Job Market Data - LinkUp Raw (job postings data, updated daily)

and analysis of the job postings. ... as statistics and analysis of the job postings.
Available for 240 countries
Pricing available upon request

More Job Postings Data Products

Discover related job postings data products.
97% Success rate in real-time
245 countries covered
Bright Data’s business data collector is an easier and more cost effective way for you to collect company, employee profiles, and job-related data automatica...
1M jobs / month (approx)
100% match rate
USA covered
We mine approx. 1M jobs getting posted across the US. Data is delivered via Amazon S3, or Google Drive. The data is acquired from multiple sources and ...
150M jobs
90% match rate
131 countries covered
Be the first one to help a client by monitoring their hirings and tech needs 24/7/365 Visit rocks.gold to create a free-trial account and export data to y...
15M jobs
95% match rate on enrichement
131 countries covered
Collect hiring and job post data with a custom API key. Visit rocks.gold to create a free-trial account and see data. Make your sample of data on the...
15M hiring requests
99% hiring requests with description
50 countries covered
Visit rocks.gold to create a free-trial account and see data. Make your sample of data on the app.rocks.gold platform. Search job data like google or ...
1M records
100% Full descriptions
240 countries covered
Job Descriptions dataset scraped from more than 60+ countries. Analyze demand, forecast demand, train machine learning algorithms and get amazing predictions.
97% Success rate in real-time
245 countries covered
You can now automatically collect LinkedIn data including company/employee profiles, and job-related data, delivered directly to your inbox. Bright Data’s Li...
97% Success rate in real-time
245 countries covered
Bright Data’s business data collector is an easier and more cost effective way for you to collect company, employee profiles, and job-related data automatica...
182 million records
249 countries covered
40 months of historical data
Job posting data offers insights into the current and historical company hiring activities that make it possible to build a more complete picture of a compan...
108M Professionals
USA covered
3 months of historical data
RoleIQ contains data related to employee roles within their organizations including business decision influences, decision makers, executives, and business o...
1M records
100% Full descriptions
240 countries covered
Job Descriptions dataset scraped from more than 60+ countries. Analyze demand, forecast demand, train machine learning algorithms and get amazing predictions.
15M job postings
99% websites from hiring company profiles
16 countries covered
Rocks & Gold helps to identify companies in the search of tech expertise based on millions of job updates collected in real-time. Visit rocks.gold to crea...
249 countries covered
Real-time web scraping API services get data from finance, e-commerce, and more offering clean and well-structured data for workflow integration
1M records
100% Full descriptions
240 countries covered
Job Descriptions dataset scraped from more than 60+ countries. Analyze demand, forecast demand, train machine learning algorithms and get amazing predictions.
10K records
98% match rate
249 countries covered
Get Job Listings through location, functions, date of publishing etc. for up to 10,000 job postings per dataset via InfoTrie's iFeed API today to interpret &...
550M Records
80% All posted jobs captured in <6 hours
248 countries covered
MixRank's Global LinkedIn Job Postings Dataset covers over 550M+ job postings. We do 30M+ updates a month (most updates of any vendor), and deliver the data ...
100% Accuracy
249 countries covered
Done for you web scraping services. Give us the websites. Tell us what data you need. We'll do the heavy lifting for you.
5.4K US public companies
USA covered
1 years of historical data
A unique dataset with hiring activity analysis for all US public companies. We track and analyze the number of Job Openings and Headcount growth daily.
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Bright Data
Based in USA
Bright Data
Bright Data is a leading data collection platform, which enables our customers to collect data sets from millions of websites through our proprietary technol...
+72M IPs
Around the world
99.99%
Network uptime
Fastest
Response time
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Coresignal
Based in USA
Coresignal
With our offering of 569M professional profiles and 91M company records businesses are guaranteed to find the data to achieve their goals. Furthermore, what ...
20
Data Sources
274M
Records Updated Monthly
569M
Employee Profiles
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BizProspex
Based in USA
BizProspex
BizProspex is a data mining company at core, we mine data from across the web for b2b intent, decision making and analytics.
98%
Accuracy
0
Duplicates
100%
Customizable
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LinkUp Job Market Data
Based in USA
LinkUp Job Market Data
LinkUp is the global leader in delivering real-time and predictive job market data and analytics. Through proprietary technology, LinkUp indexes millions of ...
2007
Historical Start Date
200M
Total Historical Job Count
60,000
Public & Private Companies
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Rocks & Gold
Based in USA
Rocks & Gold
Rocks and Gold identifies B2B companies in buying mode based on the history of hiring dynamics, providing users with tools for smart filtering, labeling, dat...
Platform
search data
Filters
save
Export/API
connect CRM
ProJobNetwork
Based in USA
ProJobNetwork
Accurate, up-to-date job posting and HR lead datasets

The Ultimate Guide to Job Postings Data 2023

Learn about job postings data analytics, sources, and collection.

What is Job Postings Data?

Job postings data is data that is collected through a series of feeds that pick up on hundreds of thousands of job postings that are posted online. They can be sorted through various means such as type of job, where they are, and income level. This information is picked up from numerous websites around the world using web scraping tools.

How is Job Postings Data collected?

Collecting this data is done through an automated service. This collection is then compiled and placed into a database. It is sorted and then sold to various places or given for free on platforms. The API and feed works to recognize a series of keywords in the jobs that are posted across the web, and not just in a couple of places.

What are the attributes of Job Postings Data?

The data has a number of attributes that come with it, such as the type of job, where the job is, how much the job pays, description of the job, what skills and extras the person would need, and any other important data that a person would need to have in order to apply to the position.

Is Job Postings Data aggregated?

Yes, job postings data is essentially aggregated by amassing together job postings from wide-ranging sources and compiling them to be included in a single database. Job postings data aggregation is beneficial because it enables job boards to provide openings to site visitors and help recruiters fill vacant positions in compliance with privacy regulations. Companies seeking to broadcast open positions on a given job board pay a subscription fee for the time that the job postings will appear on an online job posting board.

What is Job Postings Data used for?

Companies and businesses who are looking to provide job information to job seekers would use this data. Not only that, but those who are looking for the best place to post their job and the description. It can also provide more insight into the best ways to advertise the jobs to job seekers.

What is Job Postings Data analysis?

Job postings data analysis refers to the process of collecting job postings data through a series of feeds that amass hundreds of thousands of job postings that are posted on the internet and using this data to ascertain various features such as the type of jobs posted, the locations, and income level as well as other aspects of the posted job. Job postings data analysis is made possible due to the various available scraping mechanisms that aid with the collection of data. Job postings data analysis assists companies in making better hiring decisions by looking for best places to post their jobs, understanding what the applicant pool looks like, and the assessing the state of the job market in general.

How does Job Postings Data help with market predictions?

In modern day corporations, human capital is an essential element of value creation for the overall business entity. As such, a business’ online job postings are seen as perfect indicators and providers of predictive information to investors about a company’s future prospects and growth. Researchers and market value experts see that changes in the rate of job postings by a company are positively associated with changes in future performance of the business, especially if these changes reflect growth rather than replacements of the existing work force. Generally, investors respond positively to positive changes in the number of job posted by the company.

How can a user assess the quality of Job Postings Data?

The data is checked for quality based on the type of information that is given, if the job is legitimate, as well as whether the company is well-known, or if it does not exist. The information on these job listings have to be checked and vetted to ensure that they are actual jobs.

Is FRED a source of Job Postings Data?

Yes, the Federal Reserve Economic Data (FRED) is a source of job postings data. FRED provides job postings indexed trends on Indeed in the United States. As such, much of the job postings data provided by FRED is pulled from Indeed. Indeed Hiring Lab is a recognized worldwide for its team of economists and researchers who deliver job employment overviews that assist in driving global market discourse. As a hiring lab, Indeed provides research majorly on the world’s labor market topics using proprietary data and publicly available sources. Nonetheless, the job postings data provided by FRED is not detailed enough for all use cases as it only represents the percentage change of job postings from a previous year. As such, for someone looking to buy job postings data, FRED may not be the most reliable job postings data provider.

Is Indeed a good source of Job Postings Data?

Considered the world’s largest and number one job site, Indeed is indeed a good source of job postings data. In addition to being a useful tool for companies to search for candidates in its resume database and for posting job ads, Indeed is a data marketplace that has large quantities of aggregated data from various career sites and agencies. Job posting data vendors and job boards find Indeed as a useful platform to inform their recruitment research purposes. Job boards purchase job posting data from Indeed and use it to analyze their competitor’s strategies, contemporary job trends, and up-to-date salary ranges.

What is a Google Job Posting API?

In a bid to make job search features real-time and up-to-date, Google launched an API referred to as Indexing API. Google released this particular API for job posting URLs owing to the fact that job listings come and go quickly. As such, the core purpose of Google’s Indexing API is to be able to capture the rapid changes that occur during job postings. It works in such a way that a job board can directly notify Google when job postings pages are added or removed. This initiative has resulted in fresh crawls being performed constantly, which translates to better quality user traffic and better insights into job postings and job applicants rates.

How to collect/scrape data from a Job Postings board?

Large web job portals have inbuilt anti-scraping mechanisms that are meant to prevent scraping bots from extracting information. As such, the process of scraping job data from job boards ought to be approached strategically and systematically. The most common method that can be used for job data scraping is hiring a web scraping service. Web scraping companies will take requests and using scripts, servers and IP proxies, they will provide data according to the user’s preferred format and frequency of delivery. They offer job postings data subscriptions services for clients to buy at their convenience.

Where can I buy Job Postings Data?

Data providers and vendors listed on Datarade sell Job Postings Data products and samples. Popular Job Postings Data products and datasets available on our platform are Bright Data | Business Data - Global Coverage - Company Data, Employee Profiles, Job-related Datasets by Bright Data, Coresignal | Job Posting Data / Global / The Largest Professional Network, Indeed, Glassdoor + 3 Other Sources / 180M+ Records / Updated Monthly by Coresignal, and Jobs posting data feed, monthly delivery (1M records approx.) (USA) by BizProspex.

How can I get Job Postings Data?

You can get Job Postings Data via a range of delivery methods - the right one for you depends on your use case. For example, historical Job Postings Data is usually available to download in bulk and delivered using an S3 bucket. On the other hand, if your use case is time-critical, you can buy real-time Job Postings Data APIs, feeds and streams to download the most up-to-date intelligence.

What are similar data types to Job Postings Data?

Job Postings Data is similar to B2B Leads Data, Firmographic Data, Technographic Data, Business Ownership Data, and B2B Intent Data. These data categories are commonly used for Competitive Intelligence.

What are the most common use cases for Job Postings Data?

The top use cases for Job Postings Data are Competitive Intelligence.

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