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Job Posting Datasets for Labor Market Insights

  • Enhance your recruitment strategies

  • Predict future labor industry trends

  • Discover investment opportunities

job posting data

Top dataset sources

Indeed

Get datasets from Indeed, one of the leading employment websites for job listings.

Glassdoor

Receive ready-to-use reviews from employees, salary ranges, and job openings from Glassdoor. 

StackShare

Access StackShare datasets for making data-driven technology decisions. 

Ready-to-use job posting datasets

Ready-to-use job posting datasets

Let us take care of data acquisition and parsing and focus on the analysis instead. Get parsed, clean, and ready-to-use job posting data, such as:

  • Job Title

  • Company

  • Seniority

  • Industry

  • Location

  • Salary

  • Employment type

Flexible choices for dataset delivery

Flexible choices for dataset delivery

For your convenience, we offer several options for data storage, frequency, input and output formats.

  • Get datasets in CSV, JSON, and more 

  • Choose from storage options like AWS S3, Google Cloud Storage, and more 

  • Receive new datasets one time or upon the agreed frequency

Get fresh job postings data effortlessly

Fresh and accurate data

Receive clean, structured and ready-to-use job posting datasets gathered by our web scraping professionals and start with analysis right away.

Saved time and resources

Concentrate on data analysis and your key business goals while we handle the data extraction process for you at an affordable cost.

Customized approach 

To ensure your specific business needs are met, we customize our approach and create a dataset based on your goals.

Legal compliance 

Oxylabs is one of the founding members of the Ethical Web Data Collection Initiative, creating global best practices in line with GDPR and CCPA.

Pricing

Standard Job Posting Datasets

Choose from a variety of our ready-to-use datasets.

  • Standardized data schema

  • Fresh, clean, and parsed data

  • Multiple delivery methods and formats 

  • Data points from the most difficult data sources

Delivery frequency:

• Monthly
• Quarterly
• One-time purchase

From $1,000/month

Recommended

Custom Datasets

Get data from any public web domain fully tailored to your business needs.

  • Customized data schema

  • Flexible and scalable solutions

  • Multiple delivery methods and formats 

  • Dedicated Slack channel for seamless communication

Delivery frequency:

• Daily
• Weekly
• Monthly
• Quarterly
• Custom

Tailored pricing

With no additional fees & included in both plans:

Legal compliance

Dedicated Account Manager

Advice of top scraping professionals in the market

High-quality datasets collected by leading scraping experts

Custom datasets process

one

Understanding your data needs

We’ll begin by asking you a few questions to get a better idea about your company, and the goals. 

two

Developing customized solution

With the provided information and our in-house web scraping infrastructure, we collect the requested data.  

three

Delivering data sample

We’ll send you a data sample so you could evaluate the data quality and delivery process.

four

Continuous data delivery

Upon the agreed frequency and your feedback, we continue to deliver job posting datasets.

Impeccable service! We work with a lot of providers and Oxylabs is our partner of choice! I like their flexibility, expertise and professionalism all around. We have been partnered with Oxylabs for several years, and out of all the providers we work with, I genuinely enjoy our experience with Oxylabs the most. Our account manager has been great as well!

Donald F.

CEO

Oxylabs technologies are great, and the main thing is that they deliver the exact thing that we expect. Also, they provide excellent customer support, and communication is always transparent. Oxylabs is always proactive in communicating ongoing troubles and are honest about things they can't do now. It feels like they hear our feedback and try to develop business using it, and we appreciate it!

Timur T.

Oxylabs customer

I love Oxylabs. Their product serves my purpose astonishingly. Also, their support and care for the customer are immaculate, 24-hour support, and we didn't have a problem with their services once.

Oxylabs customer

Impeccable service! We work with a lot of providers and Oxylabs is our partner of choice! I like their flexibility, expertise and professionalism all around. We have been partnered with Oxylabs for several years, and out of all the providers we work with, I genuinely enjoy our experience with Oxylabs the most. Our account manager has been great as well!

Donald F.

CEO

Oxylabs technologies are great, and the main thing is that they deliver the exact thing that we expect. Also, they provide excellent customer support, and communication is always transparent. Oxylabs is always proactive in communicating ongoing troubles and are honest about things they can't do now. It feels like they hear our feedback and try to develop business using it, and we appreciate it!

Timur T.

Oxylabs customer

I love Oxylabs. Their product serves my purpose astonishingly. Also, their support and care for the customer are immaculate, 24-hour support, and we didn't have a problem with their services once.

Oxylabs customer

Impeccable service! We work with a lot of providers and Oxylabs is our partner of choice! I like their flexibility, expertise and professionalism all around. We have been partnered with Oxylabs for several years, and out of all the providers we work with, I genuinely enjoy our experience with Oxylabs the most. Our account manager has been great as well!

Donald F.

CEO

Oxylabs technologies are great, and the main thing is that they deliver the exact thing that we expect. Also, they provide excellent customer support, and communication is always transparent. Oxylabs is always proactive in communicating ongoing troubles and are honest about things they can't do now. It feels like they hear our feedback and try to develop business using it, and we appreciate it!

Timur T.

Oxylabs customer

I love Oxylabs. Their product serves my purpose astonishingly. Also, their support and care for the customer are immaculate, 24-hour support, and we didn't have a problem with their services once.

Oxylabs customer

What customers are saying 

Here at Oxylabs, we’re all about creating long-lasting business relationships. We highly value customers staying with us throughout the years and sharing their positive experiences online. 

Award-winning web intelligence solutions

Frequently asked questions

What is job posting data?

Job posting data is the type of information that features job titles, descriptions, qualifications, location, salary, and deadlines. It is used for various purposes, like providing insights into job trends and the skills that are in demand. Also, it helps with market research and analysis, HR decisions, policy development, and competitive intelligence.

How is job posting data collected?

Using our in-house web data gathering infrastructure, we collect public job postings information from sources like Indeed, Glassdoor, and StackShare Jobs.


As a customer, you don’t need to worry about data acquisition and parsing. We handle these parts on our own, so customers can get ready-to-use data and focus on analysis. However, if you would like to scrape job data yourself, we do have a Jobs Scraper API.

Do you provide historical job posting data?

Yes, we do provide historical job posting data from the majority of sources. Please reach out to us at hello@oxylabs.io for more information.

How frequently can you receive the data?

If you get our Standard datasets plan, you can receive job postings data one time, monthly, or quarterly. Meanwhile, for our enterprise customers, we offer custom frequency. 

What are the most common use cases for job posting data?

The most popular job posting data use cases are market research, investment opportunities, talent acquisition, salary benchmarking, and labor market trend analysis.

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