How to Scrape Job Postings in 2025

If you are looking for a quick job board scraper guide, you are in the best place. Below, we provide details on how you can start using a job scraper, what options are available, and how you can start.

Whether you are an individual seeking to streamline your job search or a company looking to gather job postings at scale, this guide will help you make an informed decision.

And if you're looking for the most efficient and cost-effective solution, the API provided by Loopcv is here to revolutionize your web scraping experience. For more details, check out the API documentation. To get your API key, send an email to support@loopcv.com.

Available Options for Job Scraping (for job listings)

When it comes to scraping job postings in 2025, several options are available:

1. Manual web Scraping: Using tools like Python libraries (e.g., Beautiful Soup or Selenium) to scrape job postings. This requires programming skills and significant maintenance effort since building a job scraper is just the start and you will have to maintain and update the scraper for any changes in the job boards or websites you are scraping.
2. Third-Party Tools: Services like Coresignal and Octoparse offer ready-to-use scrapers but often come with high costs and limitations on the number of job postings and data sources you can collect. For most of the projects, a job scraper that costs thousands of dollars is not an option since scaling becomes a bottleneck.
3. APIs for Job Boards: Platforms like LinkedIn, Indeed, and Glassdoor provide APIs with specific usage limitations. These often require individual agreements and may limit the scalability of your web scraping efforts. Simply put, getting an API from a job board directly (especially when you are starting) is not an option and thus using a job scraper is the best option.
4. Loopcv API: A highly efficient and budget-friendly solution that provides access to unlimited job postings from over 30+ integrated job boards, including Indeed, LinkedIn, Glassdoor, Dice, and Monster giving you the right data to grow your project!

The Cost of Scraping Job Postings (from company name to job descriptions)

Cost is a critical factor when choosing a job scraping solution.

Regardless of the websites that you are scraping or the market that you are targeting, scraping activities are time-consuming and most of the time collecting data by accessing the html structure of sites is not easy.  

Traditional data services like Coresignal charge based on the volume of data collected, with typical costs reaching around $0.20 per record. For companies scraping thousands of jobs, this quickly becomes prohibitively expensive.

In contrast, Loopcv's API offers a fixed price for unlimited job postings. This pricing structure makes Loopcv the most affordable and scalable option, ensuring you can collect as much job data (i.e. scrape job listings with job title and other job postings data) as needed without worrying about skyrocketing costs.

The Job openings collected by Loopcv contain all the details that you would expect from a job scraping tool such as the job description, the company name, the job location as well as other data points such as the salary range.

Whether you are targeting a single job board or multiple sources on the web (of the most popular job boards) the scraped data points (i.e. job title or job description) provided by the API of Loopcv will help you!

Some of our clients use the data for their recruitment strategies (for example to identify job trends and create competitive intelligence) while others use them for lead generation before contacting the websites for collaboration.

Advanced Features of the Loopcv job board scraper API

Beyond simple scraping, Loopcv's API includes additional features that set it apart from other options:

1. Job-Candidate Matching: Automatically match job postings with candidate profiles, significantly reducing the effort needed for searching a job or for recruitment processes. Regardless of your scraping project, having the right web data instantly (without installing Python, or setting difficult drivers) will save time and will provide accurate information without the need for rate limits or creating a virtual environment)
2. Customizable Search Parameters: By using Loopcv's solution you can scrape job postings easily and extract data based on your parameters. Define specific job attributes like location, keywords, or industry to fine-tune your data collection. You can even filter the job data to exclude job ads from recruitment firms. The job listings are provided in a standard JSON format to help you easily filter and extract the job data that you need from the job boards.
3. Data Enrichment: Supplement job postings with additional insights to help recruiters and job seekers make informed decisions for all the jobs available in the market (having the right job details such as job title and location can be important. Information such as job location, company name as well as the websites of the companies are critical). Having the right web data from the job scraping will be invaluable.
4. Advanced features: Loopcv provides advanced features such as de-duplication of the same company name (i.e. we can detect if a company posts the same job on Linkedin and Indeed and thus we keep one of the two to ensure that you don' t have duplicated details for the same company or the same market or service.
5. Collection of jobs from career sites (company's websites): Most of the APIs available in the market only collect jobs from the job boards, while Loopcv is able to collect jobs from the career sites of the companies. Meaning that if a job is posted on the website of the company and not yet published in a job board, Loopcv can detect it and collect it, making an invaluable tool for companies that want to have a competitive intelligence from the data. If you are looking to scrape job postings and collect job data not only from the job boards but also find job listings on the career websites of the companies you can try the job data extraction process of Loopcv!

With these features, Loopcv isn't just a scraper—it's a comprehensive tool for automating and optimizing the job search and recruitment process.

By collecting job posting data from multiple sources and multiple locations (from specific countries in Europe to jobs in San Francisco and New York).

Extensive Integration  and competitive intelligence for data collected from popular Job Boards

Loopcv's API is currently integrated with over 30 job boards + thousands of company career websites, including industry leaders like LinkedIn, Indeed, Glassdoor, Dice, and Monster.

This extensive network ensures you'll have access to a wide variety of job listings from diverse industries and locations.

Moreover, Loopcv is constantly adding new job boards to its platform, ensuring users always have access to the latest job market opportunities. In case you would like us to integrate a niche job board don't hesitate to reach out and we will add it to our strategic planning.

Exploring the Loopcv API Functionality supporting several job data and any job location.

The Loopcv API provides a comprehensive suite of functionalities designed to simplify job scraping and enhance data collection efforts. Below are the key features and options available:

Search and Filtering Options

• Location: Search for job listings based on specific geographic areas.
• Keywords: Narrow down job listings by using relevant keywords.
• Job Type: Filter job postings by categories such as full-time, part-time, or freelance.
• Industry: Focus your search on specific sectors, such as IT, healthcare, or finance.

Output and Customization

• Customizable Output Formats: The API supports JSON and other formats for seamless integration into your workflows.
• Pagination: Retrieve data in manageable chunks with pagination options.
• Data Sorting: Sort results based on criteria like relevance, date posted, or company name.
• Extract data: You can use your data in a JSON format which is popular around the web.

Automation Features

• Scheduled Data Fetching: Automate data collection at regular intervals to keep your database up to date.
• Notifications: Receive alerts for new data of job postings matching specific criteria.
• Bulk Data Retrieval: Fetch large volumes of job postings in a single API call from multiple sites.

For a detailed breakdown of the API's capabilities, visit the Loopcv API documentation.

Is Job Scraping Legal?

A common question when discussing web scraping is its legality. Web scraping is generally considered legal as long as it is done to access publicly available data. Will several copyright laws mention that scraping is a grey area it is essential to check your country's laws.

It's essential to familiarize yourself with the specific laws and regulations that may apply in your region or to your intended use of the data. Loopcv recommends users ensure their use complies with all relevant laws.

Indeed Job Scraper: A Focus on Indeed Job Scraping tool (without installing Python)

If you're specifically looking for an Indeed job scraper, Loopcv's API offers a seamless solution. It automates the process of collecting job postings from Indeed, saving you time and resources.

By leveraging Loopcv's API, you can scale your data collection efforts without worrying about the limitations typically associated with manual scraping or other third-party tools.

With Loopcv, Indeed job scraping becomes effortless, allowing you to focus on analyzing and utilizing the data rather than spending hours on manual processes.

Getting Started with Loopcv's API access:

Here's how you can begin using Loopcv's API for job scraping:

1. Request an API Key: Send an email to support@loopcv.com to obtain your API key.
2. Explore the Documentation: Familiarize yourself with the API documentation to understand available endpoints and features.
3. Integrate the API: Use the provided code snippets and examples to integrate the API into your application or workflow.
4. Start Collecting Data: Define your search parameters and begin fetching data from job postings immediately. You don't have to build your own custom job scraping solution!

Why Choose Loopcv as a tool for your scraping?

Loopcv's API combines affordability, efficiency, and advanced functionality to provide the ultimate solution for scraping job postings in 2025. Here's a recap of the data and benefits:

• Unlimited job postings at a fixed price (while job scraping is expensive we make it easy for anyone to start collecting job postings)
• Integration with 30+ job boards, including LinkedIn, Indeed, Glassdoor, and more.
• Advanced features like job-candidate matching tool
• A commitment to continually expanding its network of job boards.
• Works regardless of the job market or the location of the company and supports also the career websites of the companies all over the web without requiring custom scraping techniques or manually scrape job postings.
• Extract data in various formats and set the job scraper to collect data from any job market.

If you're ready to get started and would like to supercharge your scraping project with an advanced job scraper, explore the Loopcv API documentation or email support@loopcv.com for access to your API key. Transform how you scrape and utilize job postings today!