Daniel - July 21, 2021
In this article, I’ll show you how to scrape Job data from Indeed.
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Indeed is one of the most popular job listings websites in the world. The website serves both employers and employees. Employers can post available vacancies in their companies while prospective employees can search for and apply for these jobs. Indeed was launched in November 2004 by Rony Kahan and Paul Froster in Texas, United States.
In addition to jobs, you can find company reviews on Indeed. Current employees in companies anonymously drop reviews on their experiences working there including how much salary they are paid. For those seeking jobs, this is highly valuable as it gives them an insight into what it’s like working in these companies.
To find jobs on Indeed, you need to create an account. After creating your account, you can either upload your CV or create one online using the Resume tool. Searching for jobs is easy. You just have to enter your ideal job title, keyword, or company name, and select a city or state.
Indeed is a global website. No matter your country, you can use the website to search for jobs. With your CV uploaded on the website, you can directly and easily apply for any job.
Job data includes a lot and it can be used in a variety of ways. You can scrape job listings on Indeed to find out top recruiting companies in your locality, which job positions are companies in need of, how much salary companies pay their employees, and more.
Nowadays, web scraping is simple and fast. You don’t even need to be a programmer. There are many Indeed scrapers available that you can use. Ideally, you make use of a web scraper instead of doing it manually as the latter will take you so much time. If your target data is huge, it’ll be impossible to scrape manually.
Another important thing to know is if Indeed supports scraping. A web scraper is a bot and it extracts data via the HTML of websites. Although this can be done safely without causing websites any harm, most websites consider it a threat. Hence, once the website detects your bot, it’ll be blocked. More specifically, your IP address will be blocked.
Indeed is completely against scraping. There are some directories you can scrape and others that you can’t. Hence, if you attempt scraping the disallowed directories, the website will block your IP. There’s a way to prevent this from happening and it’s by using a proxy.
By definition, a proxy is an intermediary server that acts on your behalf. With a proxy, your bot will not be visible to the indeed website. When your bot sends a request, it goes to the proxy. The proxy will then send the request to the proxy on behalf of your bot. While extracting the data, the returning request first gets to the proxy. The proxy will then send the request to your computer.
The Indeed website isn’t interacting with your bot directly but with the proxy. However, that’s not what makes proxies block-proof. Your IP address is safe from blocking because the proxy hides it. In its position, you’ll have thousands and millions of IP addresses to use.
By rotating these IPs, you can deceive the Indeed website to believe that it’s just different regular internet users browsing instead of a bot.
Scraping Indeed is not very difficult. A web scraper and proxy will do the job.
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