The Best Indeed Scrapers of 2024
Indeed stands out as one of the largest job sites globally. With nearly 600 million job seekers and over 3.5 million employers registered on the platform, it’s the go-to website to use if you’re looking for a job or offering one. However, the listings can be valuable not only for employment purposes but also for businesses gathering market intelligence. Here’s where web scraping steps in.
It goes without saying that collecting millions of job postings manually isn’t very resource-friendly, and it can also be error-prone. In this article, you’ll find a list of the best automated Indeed data collection options currently available on the market.
The Best Indeed Scrapers of 2024:
1. Smartproxy – affordable and performant scrapers for Indeed.
2. NetNut – the fastest Indeed scraper.
3. Bright Data – premium Indeed scrapers.
4. Oxylabs – performant AI-powered scrapers for Indeed.
5. Infatica – affordable Indeed scraper for small businesses
What Is Indeed Scraping?
In essence, Indeed scraping refers to the process of collecting data from Indeed’s website automatically. This data can be anything from job titles to salary ranges. Individuals and organizations can both benefit from data like:
- Job titles and descriptions. Can help find relevant jobs based on keywords in job titles and descriptions.
- Salary ranges. Can provide information about the average salary ranges in specific job categories. Businesses can benefit from this data to make adjustments to their own offers.
- Company ratings and reviews. Helps look for job listings in high-rated companies. Organizations can use ratings and user reviews to analyze user sentiment about competitors and partners.
- Time of posting. Increases the chance of finding the newest job postings.
- Employment type. Helps look for specific employment opportunities (full-time, part-time, on-site, remote, etc.)
- Company information. Collect information about hiring companies – their website, contact information, location, and more.
Can You Scrape Indeed Data?
Information on Indeed’s website is public, and therefore, can be scraped legally. Nevertheless, it’s important to do so respectfully and follow ethical scraping practices.
Apart from being respectful to the website owners, you should also check Indeed’s terms of use and robots.txt file. It will help you familiarize yourself with which sites you can access and what data you can scrape without violating any policies. Additionally, keep in mind that some data on the website can be protected by copyright laws (i.e., images).
What to Look for in an Indeed Scraper?
While there are many tools capable of scraping Indeed on the market, not all are created equal. There are several factors to consider when choosing an Indeed scraper if you plan to work efficiently:
- Data parsing capabilities. Some scrapers have built-in parsing features that automatically organize the scraped data. Choosing a scraper with parsing capabilities can save you time by reducing the need for manual data cleaning and structuring.
- Integration methods. Some scrapers integrate as APIs over an open connection, while others – as proxy servers. Neither option is inherently better; it ultimately depends on your preference, though the available features may vary.
- Location and targeting options. Proxy providers often offer global location coverage, but other companies may not. Consider which locations are relevant to you, and make sure your selected scraper has them. Moreover, if you need precise targeting (i.e., targeting specific cities), check if the provider offers this feature.
- Pricing model and modifiers. Different providers offer varying pricing models for their scrapers. Depending on the scale of your project, you should choose between credit-based and traffic-based models. Additionally, be mindful of price modifiers – some providers charge extra for specific features (e.g. JavaScript rendering, requests per minute, output formats.)
- Your project’s scale. Consider how much scraping you’re planning to do before committing to a provider. Some providers have high entry prices, but the cost significantly drops if you purchase more traffic or credits. By evaluating your needs, you’ll be able to determine which scraper offers the best cost-to-value ratio.
- Output formats. Some providers offer multiple data output formats for your convenience. Typically, you’ll find JSON as one of them, but some providers offer more formats, while others – only raw HTML.
The Best Indeed Scrapers
1. Smartproxy
Affordable and performant scrapers for Indeed.
Available tools
Web Scraper API, Site Unlocker
Success rate
100%
Response time
3.38 s
- Locations: 150+ locations with country-level targeting
- Pricing model: subscription; based on successful requests (Web Scraper API) or traffic (Site Unlocker)
- Data parsing: yes
- Free trial: 7-day free trial with 1K results & 14-day money-back guarantee
- Pricing starts from:
– Web Scraper API: $50 for 25K results ($2/1K)
– Site Unblocker: $24 for 2 GB ($14/GB)
Smartproxy is known for affordable but quality products, and its scrapers are one of them.
Web Scraper API is a general-purpose scraper that can integrate as an API and deliver results via open connection, or integrate as a proxy server. Performance-wise, Smartproxy’s tool is more than capable. It had a 100% success rate in opening Indeed, and did it almost instantaneously – it took the tool around 3.38 seconds on average.
Smartproxy’s Web Scraper API is highly customizable. Once you set specific parameters, you can save the template for future use. The dashboard is intuitive and easy to navigate even if you don’t have much experience with scraping. There’s also an API playground for live testing. Overall, it’s a well-rounded product.
Unfortunately, Web Scraper API has limited targeting options – you can only target specific countries, which could be an issue if you’re scraping Indeed’s job listings in specific cities. But it does include a manual built-in parser which will make data cleaning easier.
In addition, the provider also offers another general-purpose scraper – Site Unblocker – that integrates as a proxy server. It comes with flexible location filtering, the option to send custom cookies and request headers, and JavaScript rendering. It also automates proxy and browser fingerprint management which will be useful for scraping Indeed.
As for pricing, Smartproxy is a mid-tier provider meaning that the prices are quite competitive. You can get a regular Web Scraper API subscription for $50 which includes all of its useful features, or opt for a cheaper Core subscription if you’re willing to sacrifice some key features, like JavaScript rendering. Site Unblocker charges per traffic, making it a more affordable option if you’re not planning to scrape on a large scale.
For more information and performance tests, read our Smartproxy review.
2. NetNut
The fastest Indeed scraper.
Available tools
Web Unblocker
Success rate
100%
Response time
2.52 s
- Locations: 150+ locations with country-level targeting
- Pricing model: subscription; based on successful requests
- Data parsing: no
- Free trial: 7-day free trial for companies
- Pricing starts from: custom
NetNut is an enterprise-oriented provider, mainly known for its proxies, but it also offers a general purpose scraper – Web Unblocker – that is fully capable of targeting Indeed.
NetNut’s scraper integrates as a proxy server. It comes with a variety of features like JavaScript rendering, browser header customization, and multiple location options.
In our tests, NetNut’s Website Unblocker showed unmatched performance results. It managed to successfully open Indeed every time and did so rapidly – in less than 3 seconds on average.
Unfortunately, targeting options for Website Unblocker are limited – you can only target countries, so scraping Indeed listings in specific cities won’t be available. Additionally, the scraper doesn’t have an in-built parser.
The provider doesn’t disclose the price of Website Unblocker, so you’ll need to reach out to NetNut to get an offer. On the bright side, there’s a 7-day free trial available for companies if you want to see if this product is worth it.
For more information and performance tests, read our NetNut review.
3. Bright Data
Premium Indeed scrapers.
Available tools
Web Unlocker, web scraping APIs with dedicated endpoints for Indeed, datasets
Success rate
100%
Response time
4.67 s
- Locations: 150+ locations with city & ASN-level targeting
- Pricing model: PAYG, subscription; based on successful requests
- Data parsing: yes (for specialized scraper API)
- Free trial: 7-day free trial for companies
- Pricing starts from:
– Web Unlocker: $3 for 1K results
– Specialized web scraper API: $1 for 1K results
– Datasets: $500 for 200K records ($2.5/1K)
Bright Data is a well-known name in the proxy and data extraction market. The provider offers multiple ways to scrape Indeed. Namely, a general-purpose Web Unlocker, and a Web scraping API with two dedicated endpoints for Indeed.
Bright Data has one of the stronger scraping infrastructures. The proxy-based Web Unlocker showed an excellent success rate, and a response time of 4.67 seconds, and that’s not all it has to offer. This scraper is one of the few proxy-based APIs that offer precise targeting – it allows you to target specific cities and ASNs, which can be very useful.
The provider also has a large Web Scraper API library which has two specialized APIs for Indeed – one for scraping job listings, and one for company information. We didn’t have the chance to test these products, but Bright Data’s scrapers rarely disappoint.
For a no-code option, you can also purchase Indeed datasets. The provider offers two choices: buying a pre-built Indeed dataset or customizing one using various filters. You can retrieve the data in your preferred format (CSV, JSON, XLSX, ndJSON), and have it delivered via Google Cloud, PubSub, Azure, or other methods.
As a provider serving customers with large scraping needs, Bright Data’s pricing is often higher than average. You can get started with Web Unlocker for $3 per 1,000 results, but committing to the cheapest subscription will cost you a hefty $499 per month.
For more information and performance tests, read our Bright Data review.
4. Oxylabs
Performant AI-powered scrapers for Indeed.
Available tools
Web Scraper API
Success rate
99.88%
Response time
3.67 s
- Locations: 150+ locations with country-level targeting
- Pricing model: subscription; based on successful requests (Web Scraper API) or traffic (Web Unblocker)
- Data parsing: yes, for Web Scraper API
- Free trial: 7-day free trial for Web Unblocker or a free 7-day trial with 5K results for Web Scraper API
- Pricing starts from:
– Web Scraper API: $49 for 24,500 results ($2/1K)
– Web Unblocker: $75 for 5 GB ($15/GB)
As a premium provider, Oxylabs has a strong and highly reliable web scraping infrastructure. Its general-purpose Web Scraping API showed excellent performance in scraping Indeed.
The scraper comes with all the essential features: JavaScript rendering, anti-bot bypass methods, the ability to create unique HTTP headers and browser fingerprints, and a custom parser. You can also create custom headers and cookies, too. While the scraper offers broad geo-location coverage, you cannot target individual cities or coordinates when scraping Indeed.
The key feature of Oxylabs’s scraper is the AI-powered assistant, OxyPilot, which auto-generates code for scraping requests and parsing instructions. You can find and use this feature in the Scraper API Playground.
Oxylabs also offers a proxy-based API – Web Unblocker. The tool allows customizing headers and cookies, bypassing CAPTCHAs, and supports JavaScript rendering. We tested this tool before, and it showed very promising results – an average success rate of 99% and response time of 3.99 seconds.
Oxylabs’s pricing depends on successful requests or traffic, depending on which product you choose. The prices are higher than average, but still relatively affordable. What’s nice is that Oxylabs offers regular and enterprise plans to suit customers with different scraping needs. Unfortunately, there’s no pay-as-you-go option for either product.
For more information and performance tests, read our Oxylabs review.
5. Infatica
Affordable Indeed scraper for small businesses.
Available tools
Web Scraper API, datasets
Success rate
99.84%
Response time
3.12 s
- Locations: 150+ locations with country-level targeting
- Pricing model: subscription; credit-based
- Data parsing: no
- Free trial: 7-day free trial with 5K results
- Pricing starts from:
– Web Scraper API: $25 a month (250K API credits)
– Datasets: unknown
Infatica is known for its residential proxies, but it also offers web scraping services. Its Web Scraper API is a general-purpose scraper that showed great results with Indeed.
Web Scraper API has all the typical features you’d expect from a scraper – JavaScript rendering, ability to customize browser headers, CAPTCHA-solving capabilities, and broad geo-location coverage. However, it lacks some more advanced features like data parsing or precision targeting.
For no-code scraping, Infatica also offers datasets, but the provider doesn’t specify which records they have. You’ll have to contact sales to ask for specific datasets and their prices.
The provider’s prices are affordable because Infatica targets smaller businesses. Although there’s no pay as you go, you can start scraping for as low as $25 a month with up to 250K monthly requests.
For more information and performance tests, read our Infatica review.
6. ScraperAPI
Indeed scraper for customers with small needs.
Available tools
general-purpose scraper API
Success rate
98.80%
Response time
5.02 s
- Locations: US & EU (50+ countries available upon request)
- Pricing model: subscription; credit-based
- Data parsing: yes
- Free trial: 7-day free trial with 5K credits
- Pricing: starts from $49 a month (100K API credits)
ScraperAPI offers a general-purpose web scraper that is quite efficient in scraping Indeed.
The provider’s scraper supports four integration methods: as a proxy server, through an SDK, via open connection, or asynchronous integration.
Along with typical features like anti-bot bypass systems and JavaScript rendering, the provider also includes a built-in parser that delivers structured data in JSON format. On the downside, ScraperAPI isn’t a proxy provider, so the geo-location coverage is limited. Not to mention that country-level targeting is only available with the most expensive plan.
ScraperAPI has decent pricing, and you get a lot of API credits even with the basic plan. However, more requests to complex targets will increase the number of credits used. Even though Indeed While Indeed wasn’t a difficult target for ScraperAPI to tackle, keep in mind that the product can get much more expensive if you plan to scrape on a large scale.
7. Nimbleway
Powerful AI-based Indeed scraper.
Available tools
Web API
Success rate
99.76%
Response time
10.80 s
- Locations: 150+ locations with country, state, and city-level targeting
- Pricing model: PAYG, subscription; credit-based
- Data parsing: yes
- Free trial: available
- Pricing: starts from $3 per 1K results
Nimbleway is a provider with a strong focus on enhancing its tools through AI. The Web API, ideal for scraping Indeed, is one of them.
Web API includes all the features you’d expect from an Indeed scraper. It supports JavaScript rendering, customizable browser headers, CAPTCHA-solving, anti-bot bypass technology. Notably, Nimbleway is among the few providers offering city-level targeting, which is very useful for scraping listings on Indeed. Additionally, scaling your project is straightforward – the provider supports batch processing which allows scraping up to 1000 URLs at the same time.
In our tests, Nimbleway’s Web API achieved a nearly perfect average success rate with Indeed – 99.76%. However, it’s clear that the provider prioritizes success over speed, since the tool was noticeably slower compared to other scrapers.
The provider’s prices are slightly higher compared to the average, but you can choose to pay as you go or purchase a subscription. However, keep in mind that smaller subscription tiers come with fewer features – custom JavaScript and header control, and unlimited concurrent requests are only available with the two most expensive plans. On the bright side, there’s a free trial which can help you make up your mind if the product is worth it.
For more information and performance tests, read our Nimbleway review.
8. Zyte
Versatile and customizable Indeed scraper.
Available tools
Web API
Success rate
99.53%
Response time
10.85 s
- Locations: 150+ locations with country-level targeting
- Pricing model: PAYG, subscription
- Data parsing: yes
- Free trial: $5 platform credits for 30 days
- Pricing: custom
If you’re not new to scraping, you’re probably familiar with Zyte API. Zyte is one of the most popular providers on the market, known for its robust scraping infrastructure.
We tested Zyte API’s performance for scraping Indeed and we were not disappointed – the scraper had an average success rate of over 99%. However, the tool was slower compared to others with a response time of nearly 11 seconds. Nevertheless, Zyte API is still a solid option for scraping Indeed.
Zyte API can be integrated as an API or a proxy server, and is packed with useful features such as customizable headers, cookies, and great geo-location coverage. It supports JavaScript rendering and and allows for advanced interactions like taking screenshots, clicking, typing, and scrolling on websites. Moreover, you can combine and write your own interaction scripts in a cloud-hosted VS Code environment. There’s also a built-in parser for easier data structuring.
In terms of pricing, there’s no single answer on how much you’d have to pay for the tool. The starting price can be as low as $1 for very basic projects, but there are price modifiers – features like JavaScript rendering or data parsing will cost you extra. But you can estimate your project’s cost on the website, as well as test the tool with a free trial to see if it’s up to your expectations.
For more information and performance tests, read our Zyte review.
