The Ethics of Web Scraping: Why We Don’t Scrape Job Boards (2024)

25 October 2023

The Ethics of Web Scraping: Why We Don’t Scrape Job Boards (1)

We help our customers power their job boards by scraping jobs from around the internet. But we don’t scrape job boards without permission. One question we hear a lot when we’re explaining our offerings boils down to this: Why not?

In this blog post, we’ll answer that question –and hopefully give you a new appreciation for the ethics of web scraping and what it means to be a good citizen of the internet.

Background: What Is Web Scraping?

If you’re new to the world of web scraping, here’s your primer: web scraping is the practice of pulling data from websites via code. If you use the internet, you almost certainly benefit from web scraping on a daily basis because search engines function by scraping other websites.

Google, maybe the most famous web scraper, uses robots called spiders to scrape websites and populate them as links on results pages. When you type “best job board software” into Google, the links you see are there because Google scraped websites looking for signals that those websites had information about the “best job board software”

Obviously, this is an incredibly valuable example of web scraping: without services like Google, it would be much harder for people to find what they were looking for online. That concept is key to understanding the ethics of web scraping more generally, which we’ll get into shortly.

The service that we offer our customers is a form of web scraping we usually call job scraping or job wrapping: we scrape the web for data about open jobs (aka job listings). We provide this data to our customers who run job boards –which function, as you probably realize, as search engines for people looking for specific types of work.

So how does the concept of ethics come into play? Let’s take a look.

What Is Ethical Job Scraping?

First, let’s make a clear distinction: job scraping is legal. We’re not talking about legal vs. illegal but rather about how to do job scraping “right.” Of course, that’s a much fuzzier question, as any question of ethics is.

Then again, doing the “right” thing in any given situation becomes clearer as you understand more about how that thing works and who it involves. In the case of web scraping (and job scraping specifically), ethical behavior generally boils down to doing the following:

  • Be helpful. Think of Google: yes, it scrapes the entire web. But it also delivers valuable traffic that websites wouldn’t otherwise get. It adds real value to both those searching online and those who want to be found.
  • Be respectful. Some website owners make clear that they are not okay with being scraped. For example: Indeed, LinkedIn, craigslist, and others are clear in their policies that they do not permit scraping. Some even use technologies (like CloudFlare) to prevent scraping. Ethical scraping means respecting these wishes. It also means scraping data in a way that doesn’t hurt the website owner or its users. In some cases, that might mean scraping at non-peak hours to avoid slowing down the website’s performance, which can hurt both primary parties.
  • Be transparent. In creating web scrapes, scrapers have the option to create user agent identifiers to signal to the site owner who the scraper is, what they intend to do with the scraped data, and how to get in touch with them if the site owner has questions or concerns. Using these identifiers is an important part of ethical scraping.
  • Use data appropriately. Adding value is one part of appropriate data use. Other parts include deleting data that is no longer relevant, not scraping data that its owners don’t want scraped, and crediting data sources when necessary.

The good news: ethical job scraping isn’t that different from any other type of ethical behavior. However, to perform ethical job scrapes, the people building and maintaining the scrapes must understand what they’re doing well enough to adhere to all of these behaviors.

This brings us to the question we hear so often from potential customers: why don’t we scrape data from job boards?

Why Don’t We Scrape Job Listings from Job Boards?

Briefly, we don’t scrape job boards because that would not constitute an ethical use of web scraping.

Job boards themselves are aggregations of jobs data. If we scraped them to populate another job board, we wouldn’t be adding value –we’d be stealing value. That doesn’t benefit the owner of the job board and it doesn’t benefit those seeking jobs, which means it goes against the “be helpful” principle of ethical job scraping.

This is especially true when you understand the user experience that results from job board listings scraped from other job boards: a user clicks the listing, then they’re redirected to another job board (likely a competitor of the one they just left). From there, they may ultimately get to a job listing, but there’s a good chance that the listing will be expired already. This is one reason we’re big advocates of organic listings on job boards.

Finally, we don’t scrape job boards without permission because so many job boards explicitly prohibit data scraping. When that’s the case, scraping would also violate the “be respectful” principle.

Just as important for our customers, though: we also don’t scrape job boards because their data is not as reliable as the primary sources of data that we do scrape, including ATSes and employer websites. Think about it: have you ever seen a job listing on a job board, clicked “apply,” and learned that the listing is actually closed? That’s the result of the job board having an outdated listing, possibly pulled via an outdated scrape.

In addition to being pulled from primary sources, the job scrapes we provide customers are updated daily (or more often, if that’s important for the type of role). This is valuable for everyone involved:

  • It creates a better user experience for people visiting your site.
  • It ensures traffic to employer sites is valuable (i.e., not to 404 pages), which means the scrape is always helpful.
  • It creates a better reputation for your job board, which brings users back.

Let’s Get You Some Fresh, Ethically Scraped Job Listings!

To summarize: job scraping can be fully ethical, if you do it (or work with a firm that does it) correctly.

Even better: if you’re interested in fueling a job board with scraped job listings from around the web, scraping those listings ethically will create more value for the users of your job board and the sites you scrape, which will help you generate traffic and brand affinity as you grow.

If you still have questions about job scraping or the ethics of job scraping, don’t hesitate to get in touch. We’re passionate about doing the right thing, both for our customers and other citizens of the internet.

job scraping,jobs,scraping,Web scraping

The Ethics of Web Scraping: Why We Don’t Scrape Job Boards (2024)

FAQs

The Ethics of Web Scraping: Why We Don’t Scrape Job Boards? ›

Why Don't We Scrape Job Listings from Job Boards? Briefly, we don't scrape job boards because that would not constitute an ethical use of web scraping. Job boards themselves are aggregations of jobs data. If we scraped them to populate another job board, we wouldn't be adding value – we'd be stealing value.

Why is web scraping unethical? ›

Though web scraping can be legal, being scraped is not desired by companies. If these platforms can show that being scraped by a bot damages their infrastructure or operations, then that activity may be found illegal by the court.

Why is web scraping not allowed? ›

There are no specific regulations that explicitly prohibit web scraping in the US, UK, or the EU. However, the manner in which you scrape, the data that you scrape, and how you use that data might put you into an area of web scraping that might not be legal.

What ethical considerations must be taken into account when conducting web scraping? ›

Ethics of Web Scraping
  • Use a Public API when available and avoid scraping all together if the data you're looking for is available through the API.
  • Pass your data through a user agent string to identify who you are.
  • Scrape data at a reasonablerate and throttle/control the number of requests per second.

Is your data scraping from the given website legal and ethical justify your answer? ›

While web scraping is not inherently illegal, how it is conducted and the data's subsequent use can raise legal and ethical concerns. Actions such as scraping copyrighted content and personal information without consent or engaging in activities that disrupt the normal functioning of a website may be deemed illegal.

Is web scraping job postings legal? ›

When scraping job data, it's crucial to adhere to legal guidelines and best practices, such as: Complying with data privacy regulations like GDPR and CCPA. Obtaining explicit consent from websites before scraping their data.

What is wrong with web scraping? ›

Web scraping can sometimes be poorly calibrated and cause performance, stability, and availability issues for targeted websites.

Is scraping Zillow legal? ›

Scraping data from websites like Zillow is not inherently illegal, but it's important to do so responsibly.

Does LinkedIn prohibit web scraping? ›

LinkedIn's Terms of Service explicitly forbid the use of automation to gather data from their platform, including scraping, crawling, data mining, and so on.

Is it legal to scrape Google search results? ›

According to US laws and regulations, scraping publicly available online data isn't a violation of any law per se. However, how that data is collected and later used must not cause harm to individuals or the source of the data.

What are the risks of web scraping? ›

This is known as a denial-of-service attack and is illegal in many jurisdictions. The most common privacy issues with web scraping include unauthorized data collection, scraping sensitive personal information, violating website terms of service, and overloading servers, potentially causing service disruptions.

Do companies use web scraping? ›

E-commerce businesses can benefit significantly from web scraping. It can monitor product prices, optimize pricing strategies, and collect customer behavior and preferences data.

What are 3 ethical concerns regarding the internet of Things? ›

The Internet of Things heralds a new era of technological integration, but with it comes a complex web of ethical considerations that must be addressed proactively. Privacy, security, autonomy, inequality, and environmental impact are just some of the ethical challenges that the IoT presents.

Is it OK to scrape data from websites? ›

Scraping the web for publicly available data is legal within certain guidelines. Web scraping is not the same thing as stealing data. There is no federal law against web scraping and many legitimate businesses rely on it to make money.

Why do websites prevent web scraping? ›

With web scraping, business competitors can replicate your entire website—including HTML code and database storage—and save it locally for data analysis. To protect and prevent this from negatively impacting your business, use a web scraping prevention solution.

Is it legal to scrape from Amazon? ›

While scraping Amazon's public data is legal, it's not legal to scrape data behind login walls, personal data, or any sensitive information.

Is web scraping malicious? ›

Web scraping is considered malicious when data is extracted without the permission of website owners. The two most common use cases are price scraping and content theft.

Can web scraping harm a website? ›

How Does Web Content Scraping Hurt My Website? Web scraping attacks can do massive damage to a brand's reputation, website performance, and security, and even to SEO results.

What are the cons of web scraping? ›

Setting up a web scraper properly can be time-consuming and require technical expertise. Additionally, websites often use anti-scraping techniques such as captchas or IP blocking, making it difficult for your scraper to access data from certain sites.

Is web scraping frowned upon? ›

Some bad actors use web scrapers to intentionally obtain personal information, credit card numbers, or login credentials for malicious purposes. This can lead to identity theft, privacy violations, and even data breaches. The morality of web scraping can be dubious.

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