Insights & Analysis
Articles
Research, datasets, and technical guides from the Fantastic.jobs team — powered by millions of job postings.
The Best Job Posting Data API in Each Category
A comparison of the best job posting data APIs across categories: job boards, market insights, datasets, HR tech, and workforce analytics.
5 Great tools for scraping jobs (start for free!)
5 great tools for scraping jobs with a free plan or free trial: Fantastic.jobs Free ATS Scrapers on Apify, the wider Apify recruitment store, SerpAPI Google Jobs API, Bright Data Jobs Scraper, and the open-source JobSpy library.
Global Salary Transparency in Job Postings 2026
An in-depth analysis of salary transparency across different countries and US states, based on data from over 5.7 million job listings collected between February and April 2026.
6 ATS Platforms with Public Job Posting APIs
Discover which Applicant Tracking Systems offer public APIs that don't require authentication. Endpoints and code examples included.
The Big List of LinkedIn Industries - All Languages
A complete list of LinkedIn industries in multiple languages. Available for download in various formats like Google Sheets, Hugging Face, and Kaggle.