Are you wondering how to extract data from the popular job-hunting website, Indeed, but you don’t know how? This article is here to help. This article provides you with the top best Indeed Scrapers that can help you scrape data from the website with ease.
Indeed scraping refers to the practice of harvesting readily available information from the Indeed website with the aid of a bot. In principle, scraping Indeed with a web scraper is a straightforward task. In order to retrieve the entire webpage containing the desired data, the web scraper issues a web request.
In order to extract the necessary data from the page once it has been downloaded, a parser is used to comb through the content and extract the relevant information. Since there is no free API available to utilize to get data from the site, scraping has become the sole choice.
If you’re a novice or someone without prior knowledge of how Indeed scraping works, you might find it difficult to scrape Indeed data on a medium or large scale. As with any other site that makes useful information available to the public, Indeed does not allow web scraping. Because of the large number of queries, it sends in such a short amount of time, Indeed’s anti-spam system has been designed to prevent spam; therefore, scraping data from Indeed will require you to get around this system.
IP blocking and tracking are the major anti-scraping techniques employed by Indeed. Cookie tracking and other methods must also be dealt with, and you will not be able to scrape the site until you do so.
Indeed scrapers have already been designed that integrate all of the ways for evading anti-scraping systems. Fortunately for us, I’d be recommending the best scrapers for you to use.
5 Best Indeed Scraping Tools in 2023
1. Bright Data (Bright Data’s Data Collector) — Best Indeed Scraper for Collecting Accurate Data from Indeed Website
- Price: Begins at 500 USD (for 151k page loads)
- Data Format: Excel
- Platform Supported: Web-Based
Bright Data’s Data Collector is the best when it comes to scraping Indeed’s job listing data. Why? Because it provides a complete list of all the jobs that have been advertised on Indeed.com. A subset of Indeed’s job listings can be retrieved from Bright Data, or the complete database can be searched by area, position, date range, or even company. To begin with, Data Collector is a web-based tool that can be used by anyone, even those who have never used it before.
It performs the job, but there is a significant issue with the pricing. There is a current requirement that you be prepared to pay at least 2,500 USD before you can gain access to Indeed’s database.
2. Apify (Apify Indeed Scraper) — Best Indeed Scraper for Scraping Detailed Job Information from Indeed Platform
- Price: Begins at 49 USD monthly (49 USD for 100 Actor Compute Units)
- Data Format: JSON
- OS Supported: Cloud-Based (Accessible through API)
Because of its intended readership, this Indeed scraper is only of limited utility. Unlike the other recommendation, this one requires you to know how to write as it is meant for the Apify platform, a Node.JS platform for web automation.
Basically, it’s for Node.JS developers who don’t want to spend the time and effort to build their own Indeed scraper from the start. Using Apify’s Indeed Scraper, you can collect all of the information about job postings on Indeed.
The Apify SDK was used to build this Indeed scraper, so it can be used both on Apify and locally.
3. Octoparse — Best Indeed Scraper for Scraping Data from Indeed without Coding
- Price: Begins from 75 USD monthly
- Data Format: SQLServer, MySQL, JSON, Excel, CSV
- Platform Supported: Desktop, Cloud
The Octoparse Indeed scraper can be utilized by anyone who knows how to use a computer. In just a few mouse clicks, you can export a list of job postings from Indeed.com into an Excel spreadsheet without having to write a single line of code on your end.
Using a web scraper is as simple as entering a URL, clicking on the desired data when the website has finished loading and then executing the scraping script. The Octoparse tool has been designed to work with a wide range of websites, including those that use AJAX, infinite scrolling, drop-down menus, and even logins, in addition to Indeed.
4. ParseHub — Powerful and Free Indeed Scraper for Free Scraping of Indeed Job Post Information
- Price: Free (However, it has a paid version if you wish to enjoy some advanced features)
- Data Format: JSON, Excel
- Platform Supported: Desktop, Cloud
Instead, you’ll use a point-and-click interface to quickly locate relevant data, and comparable pieces will be highlighted for you. A premium version of Parsehub, which includes cloud scraping and task scheduling, is available. If you don’t need the sophisticated features that come with the paid subscription, you can use it for free to scrape Parsehub.
5. ScrapeStorm — API-Powered Indeed Scraper for Authentic and Reliable Indeed Scraping
- Price:99 USD monthly
- Data Format: Google Sheets, MySQL, JSON, Excel, CSV, TXT
- Platform Supported: Cloud, Desktop
The ScrapeStorm Indeed scraper comes in last place on my list of web scrapers for scraping Indeed. Designed to scrape any website, this web scraper can be used on a variety of platforms. Scraping job listings on Indeed is supported, as are all of the strategies needed to get over the site’s anti-spam measures.
ScrapeStorm’s AI makes it capable of autonomously identifying data of interest on a page without the need for any manual intervention on your part. You can, however, utilize the tool’s point-and-click interface to locate the data you would like to scrape if it isn’t indicated.
Benefits of Scraping Indeed Job Data
1. Set up a jobs board
Jobs may be found on the internet at any time of day or night. Create an online employment board, and you’ll be able to both serve people and generate money at the same time. Even so, it would need scraping from a well-known employment board like Indeed.
Employers can build a city-specific job board using Indeed’s employment statistics. You can also look at industry-specific employment forums, which are in high demand. For the most part, all it takes is building a job board is creating a web crawler that can extract the necessary data.
2. It helps you have basic knowledge of the job market
With Indeed job scraping, you can gain a wealth of information on the current employment market. Indeed has a lot of information on jobs, including wages, criteria, abilities, and experience. In addition to the compensation, each job advertisement specifies the qualifications and experience required for the position.
Your Human resource department will be able to provide a more thorough analysis of employment trends and the overall labor market now that you have all of this information. Human resource management relies heavily on job analysis. However, there is no job analysis if there is no job data. A job-scraper is therefore required.
Q. What is Indeed?
Indeed is the most popular job search engine on the internet, with more than 250 million unique users monthly. Even if you only want to post your resume on Indeed, you can also learn about companies and look at their CVs. Users can rate and comment on the new positions that are posted about every ten seconds. Indeed is the best location to look for information on job postings.
Yet Indeed has refused to provide you with any information that is in the public domain. On Indeed, you’ll have to do it yourself to get your hands on the publicly available job data. As you may well know, manually collecting data from websites can be time-consuming, tedious, repetitious, and error-prone. Researchers and marketers use scrapers, which are bots designed to automate the harvesting of data from the Indeed website, to harvest data from the platform.
Q. How do I use BeautifulSoup, Requests, and Python to Scrape Data from Indeed?
If you want to scrape data from Indeed using BeautifulSoup, Requests, and Python, you’ll need some coding experience. This article provided a list of some of the best pre-made scrapers that you can use to extract data from Indeed. In this FAQ section, I will be focusing mostly on the Python programming language, which is often used to create web scrapers. Regardless of your familiarity with Python, you will gain a great deal from the information presented here.
Using the HTTP library included in the Requests library, you can simply download web pages by sending requests and receiving responses. This is where a parser library called BeautifulSoup gets to work. It is possible to send and parse web requests in all programming languages. Your chosen programming language’s libraries are all you need to learn.
One thing to keep in mind regarding the Indeed scraping process is that it may appear simple, but it isn’t. A powerful anti-bot technology that blocks content scraping is to blame. The anti-bot mechanism must first be gotten through if you plan to extract data from Indeed effectively.
To avoid being blocked, you must utilize residential proxies. Purchasing residential proxies can be done in a number of ways. Bright Data or SmartProxy can be used to meet your particular Indeed scraping requirements. Rotating and setting the user agent string, setting pauses between requests and setting the referrer header are just some of the various actions you’ll need to do.
Since web scrapers have been developed, you can see that scraping Indeed is no longer a challenging operation because they remove the complexities. If you’re looking for a ready-made Indeed scraper, these are some of the best available on the market.