--- title: Datasets description: Access complete jobs, technographics, and company datasets — delivered as CSV or Parquet, with historical coverage and optional daily updates via S3. url: https://theirstack.com/en/docs/datasets --- ![Datasets page](./dataset-page.png) ## What are datasets? Datasets give you direct access to our complete database of jobs, technology usage, and company information. Think of them as your raw data goldmine – perfect when you need maximum flexibility for advanced analytics, machine learning projects, or custom analysis. We've got two powerful datasets ready for you: * **[Jobs Dataset](https://theirstack.com/en/jobs-dataset)**: Access our complete collection of 120M+ job postings from 195 countries, dating back to 2021. Each job record includes essential details like job title, description, salary, location, company name, company URL, company industry, company size... Check out the complete [data dictionary](https://app.theirstack.com/dataset) for all available fields. * **[Technographics Dataset](https://theirstack.com/en/technographics-api)**: Dive into 41M+ technology usage signals across 7.2M companies using 21,000+ different technologies. This isn't just one file – you'll get three comprehensive datasets: the main technographics data (company\_id, technology\_slug, confidence\_score, n\_jobs...), detailed company profiles (including domain, country, revenue, and employee count), and a complete technology catalog with descriptions and categories. Check out the complete [data dictionary](https://app.theirstack.com/dataset) for all available fields. ## Frequency of updates TheirStack offers three flexible dataset access options to meet your data needs: * **Historical Access**: Receive a one-time download link containing all available records at the time of purchase. * **Daily Updates**: Get daily download links with new records added to the dataset, including delta files for incremental updates. * **Complete Access**: Combine both historical and daily updates for comprehensive data coverage. ## Delivery format All datasets are delivered with a link to a S3 bucket. The format of the dataset can be CSV or Parquet. ## Data structure You can access to the dictionary of the dataset in the [app](https://app.theirstack.com/dataset). ## How to access datasets You can access and manage datasets through the [TheirStack App](https://app.theirstack.com/dataset). The dataset page provides comprehensive information and tools: * Last update date * Total record count * Data dictionary * Sample data download * Dictionary download * Full dataset download (requires access) * Data refresh frequency ![Datasets page](./dataset-page.png) ## How to get lastest dataset link In order to get the latest dataset link to download, you need to do a /GET request to the [dataset endpoint](https://api.theirstack.com/#tag/datasets/GET/v1/datasets). ## Frequently Asked Questions ## How often are files refreshed? The dataset is refreshed daily with new records added to the dataset. Delta files are available for each day. ## How can i validate the quality of the data? The dataset has the same quality as the data in the [app](https://app.theirstack.com) or the API. All the data delivery options comes from the same database. So you can use our app.theirstack.com or the API to validate the data. ## What is the best for me the API or the dataset? Datasets are the right choice if you need to get data for more than 10M records / month. If you need less, the API is the best option. --- title: Users and Teams description: Learn about users and teams in TheirStack. url: https://theirstack.com/en/docs/teams --- ## What is a team? A team is a group of users who share the same workspace. They will share the same billing plans, saved searches, company lists, and more. We don't charge for the number of users in a team. You can invite as many users as you want. ## Team roles and permissions There are 2 roles in a team: * **Member**: Can do everything except what admins can do. * **Owner**: * Can add and remove team members. * Can change other members' roles. * Receives consumption alerts. Eg: when 75% of the credits are used. ## FAQs ### How do I add a team member? To add a team member: 1. Go to the [team page](https://app.theirstack.com/settings/team). 2. Click on the "Invite member" button. 3. Enter the email address of the person you want to add. 4. Click on the "Invite" button. Your new member will receive an email to join the team. --- title: What is TheirStack description: url: https://theirstack.com/en/docs/what-is-theirstack --- TheirStack is the largest job posting and technographics database. We continuously gather job listings from a variety of job boards, ATSs, and company websites. Our goal isn't to assist individuals in finding jobs or companies in recruiting talent. Instead, we view job postings as a gold mine of information. When a company posts a job, it signals a need to address a problem or seize an opportunity. Job postings reveal the technologies they use, the tasks they need help with, their working methods, and organizational structure - offering the perfect timing to reach out to your lead. We transform job postings into buying intent signals, helping sales and marketing teams make informed decisions for higher ROI. * **Hiring Signals:** Discover companies that are hiring for specific positions. * **Technographic Signals:** Discover companies by the technology they use. * **Painpoint Signals:** Discover companies that have have a specific painpoint: digitalize invoices, automate onboarding, backup data, etc. ## You can consume our data through } href="/en/docs/app" title="App"> Effortlessly explore, search, and analyze our data with an intuitive, user-friendly interface—no coding required. } href="https://api.theirstack.com" title="API"> Instantly integrate our data into your own applications, workflows, or dashboards with flexible, high-performance endpoints. } href="/en/docs/webhooks" title="Webhooks"> Receive real-time notifications when events occur (eg: new job postings, tech changes, etc.) and trigger actions in your external tools like N8N, Zapier, etc. } href="/en/docs/datasets" title="Dataset"> Access the complete, raw dataset for maximum flexibility—ideal for advanced analytics, machine learning, or custom research. ## Learn more about our data } href="/en/docs/data/job" title="Job data"> Get access to millions of job listings aggregated from multiple global sources, including major job boards like Indeed, Linkedin, Workable, Greenhouse, Lever, Infojobs, Otta, StartupJobs... offering a complete view of the job market across 195 countries. } href="/en/docs/data/technographic" title="Technographic data"> We infer technology usage from millions of jobs worldwide. Our catalog of more than 21,000 technologies and 5M companies is the largest in the world. ## Start for free * [Sign up and get 50 free company credits and 200 free API credits](https://app.theirstack.com/signup) * [Get your API key](https://app.theirstack.com/settings/api-key) --- title: Free count description: Learn how to get the count of records that match your search criteria without consuming API credits. url: https://theirstack.com/en/docs/api/free-count --- Our [Job Search](https://api.theirstack.com/#tag/jobs/POST/v1/jobs/search) and [Company Search](https://api.theirstack.com/#tag/companies/POST/v1/companies/search) endpoints include a free count feature that allows you to estimate the number of records that match your search criteria without consuming API credits. ## Steps to use free count To effectively use the Free Count feature, follow these steps: 1. Enable Total Results: Set the `include_total_results` field to `true`. This will ensure that the total number of matching records is included in the response. 2. Blur Company Data: Set the `blur_company_data` field to `true`. This makes the request free for you. When `blur_company_data` is true, all company identifiers are blurred and the request doesn't cost any credits. 3. Limit Results: Set the `limit` field to `1`. This minimizes the data returned and makes the request faster, focusing solely on the count. By following these steps, you can efficiently estimate the number of records that match your search criteria without consuming any API credits. --- title: Preview data mode description: Learn how to preview TheirStack data without consuming API credits. url: https://theirstack.com/en/docs/api/preview-data-mode --- Our [Job Search](https://api.theirstack.com/#tag/jobs/POST/v1/jobs/search) and [Company Search](https://api.theirstack.com/#tag/companies/POST/v1/companies/search) endpoints include a preview mode that return the same data but some fields are blurred. This mode is useful for [sales sofware](/en/docs/guides/sales-software-integration-guide) building products with TheirStack data. It allows you to show a preview of the data to your end users without consuming credits. It's the same we use in our own [app](https://app.theirstack.com). ## How to use preview mode To use preview mode, you need to set the `blur_company_data` field to `true` in the request body. ## Company search preview When doing a company search with preview mode, the response will return all fields but the `name`, `logo`, `url`, `domain`, `long_description`, `seo_description`, `linkedin_url`, `publicly_traded_symbol`, `apollo_id`, `linkedin_id` fields will be blurred. ![Preview data mode](./blur-company-search.png) ## Job search preview When doing a job search with preview mode, the response will return all fields but the `description`, `url`, `final_url`, `source_url`, `company`, `company_domain`, `company_object.name`, `company_object.domain`, `company_object.linkedin_url`, `company_object.linkedin_id`, `company_object.url`, `company_object.long_description`, `company_object.seo_description`, `company_object.possible_domains` fields will be blurred. ![Preview data mode](./blur-job-search.png) --- title: Company lookup description: Easily search for any company name or website on TheirStack. View their technologies and job listings with a simple click. url: https://theirstack.com/en/docs/app/company-lookup --- There is a search box in the header of TheirStack where you can look for any company or its domain.