10 Job Board Scraping Software You Should Consider Using in 2024

Finding the ultimate job board scraping tool will automate all kinds of job posting data collection processes, including job data extraction. This kind of tools, part of the big web scraping platforms, makes extracting data from job boards like LinkedIn, Indeed, and Glassdoor really easy.

These are your shortcuts to fast and smooth extraction of job titles, companies, and locations en masse. In the modern moving job market, having job data keeps you competitive.

In this article, we will be guiding you through the best job-scraping software in 2024, all the way from Mantiks, Octoparse to Apify and ParseHub. These are tools packed with features like captcha bypassing, dynamic content scraping, and proxy management.

By the end, you’ll know exactly which tool will save you time and effort. Ready to dive in? Let’s go!

What is a web scraping tool (for extracting job postings)?

Web scraping tool definition

A web scraping tool for job data, also called web scraper automates the extraction of job postings, companies, and all other relevant information from job boards such as LinkedIn or Indeed. The scraping process is essential for efficiently collecting job postings from various online sources, enhancing accuracy and timeliness in job data collection.

These tools work behind the scenes to route around these pain points: website defenses like CAPTCHA, rate limiting, and fingerprinting-ensuring smooth, fast data extraction.

They’re perfect for recruiters or businesses looking to stay on the edge of what’s happening in the job market just without doing all the heavy work. Just click your way into structured, timely job data, and make smarter, quicker hiring decisions.

Types of Job Scraping Tools

Speaking of job scraping tools, they can be mainly categorized into three types:

1. Browser Extension Scrapers: Very easy to use-just add them onto your browser, and you can scrape some data with just a couple of clicks. Tools like DataMiner are perfect for when you need something quick and simple to scrape job postings directly from websites.
2. Software scrapers are programs installed in your computer or SAAS, such as Mantiks and ParseHub. Great for cases when more control and personalization for your job scraping tasks is needed. You get advanced features without having to write code. This tools do the hard stuff for you!
3. Scraping Cloud APIs and datasets are the heavy-duty tools, like Apify, Bright Data and Mantiks API, running in the cloud. You can automate and scale up the job scraping without the worries of local machine limits, plus API access for easy integration and big data processing.

These three types cover most of the needs for job scraping, but there are also custom-built solutions if your project needs something more specialized.

The Best web scraping jobs tools: Summary table

10 Top Job Boards Scraping Software : A Detailed list

Top 1 : Mantiks

Mantiks isn't just another job scraper, but a powerfull tool to scrape job postings and amass historical job data and market insights. Think of having at your fingertips filtered information, such as job descriptions and dates of publications, in one place. Mantiks does this with fine-tuned accuracy and lets you analyze the trends to act at the most opportune moment.

Moreover, you will have direct contact with decision-makers. This is precisely why it surpasses other tools—freeing up your time while providing you with everything necessary to make wiser choices.

Top 2 : Octoparse

Octoparse is a non-coding web scraping tool that enables one to pull out data easily with no coding at all. It is ideal for extracting job postings or any other form of structured job data by just a few clicks. It can handle more complex tasks like dynamic content scraping, proxy management and job posting data collection, making it an excellent choice to scrape job postings efficiently.

Top 3 : Apify

Apify provides the tools for scraping jobs and any other information online. Whether it is a developer using its API or a non-coder trying out its ready-made templates, it keeps things as straightforward as possible. It handles pretty advanced tasks such as dynamic content scraping, proxy management, and collecting job postings data to help businesses analyze the talent landscape. It is also a cloud-based system that is able to collect big data.

Top 4 : Scraper API

ScraperAPI provides easy, fast data extraction from websites, integrates proxies and CAPTCHAs, and provides raw HTML data with minimal hassle. It works seamlessly with Python, PHP, and Java, among other programming languages, making it a darling for developers.

This would be helpful in fetching jobs and other details in bulk from websites without the blocks set by anti-scraping mechanisms due to its proxy and CAPTCHA features, making it an ideal tool for scraping job postings efficiently.

Top 5 : Phantombuster

Phantombuster is a cloud-based tool to automate job data gathering on platforms such as LinkedIn. It will be ideal for recruiters and growth hackers alike since it's meant to automate those really mundane tasks, such as gathering job listings or candidate data, without the hassle of having to do them yourself.

Top 6. DataMiner

DataMiner is a browser extension that permits the extraction of data directly from websites, job boards included, without requiring codes. It is great for those looking for a quick and lightweight tool. Perfect for pulling out job titles, companies, and locations with just a few clicks.

Top 7. ParseHub

ParseHub is another no-code web scraper that lets you extract data from job boards like LinkedIn and Indeed. Its point-and-click interface is user-friendly, and it can manage more complex tasks such as handling dynamic content and large datasets.

Top 8. Diffbot

Diffbot is a visual scraping tool using AI for data extraction and structuring. It is highly efficient for job posting gathering and job scraping automation. Diffbot also works well with APIs; it can plug into bigger systems.

Top 9. Bright Data

Bright Data is meant for the advanced developer looking to do some really cool web scraping. Efficiency at its finest, with a strong proxy network helping the developer get past anti-scraping measures into handling large-scale data extraction. Perfect for scraping job data, customizable in filter parameters, it's built for serious, enterprise-level projects.

Top 10. WebHarvy

WebHarvy is a no-code, user-friendly job board scraper that will enable easy extraction of job postings and company information, among other data, without much hassle. Its customizable templates will make extracting structured data all easier, with even minimal setup!

Of course, the choice would depend on what one tries to achieve. For something fast and easy, sans any need for coding, no-code tools are perfect. Think Mantiks and ParseHub-hey, one can, quite literally, acquire job data with just a few clicks (and decision-maker contact).

API-driven tools like Apify, ScraperAPI or Mantiks API give you the flexibility and power to scale.

Need something to handle big data? Cloud-based tools like Bright Data and Phantombuster are built for enterprise-level scraping automation and management, so you have nothing to worry about in terms of limits.

Whatever your needs, there is always something out there that can make your job scraping and data extraction faster, easier, and more efficient.

Want the full scoop on job scraping? See our Complete Guide to Job Scraping for everything you need to know about job data extraction!

About the author

Alexandre Chirié

CEO of Mantiks

Alexandre Chirié is the co-founder and CEO of Mantiks. With a strong engineering background from Centrale, Alexandre has specialized in job postings data, signal identification, and real-time job market insights. His work focuses on reducing time-to-hire and improving recruitment strategies by enabling access to critical contact information and market signals.