Who is Fantastic.jobs best for?
Fantastic.jobs is aimed at developers who want quick access to job postings through a straightforward API. It’s a lightweight, developer-friendly option for getting started with job data through an easy-to-use API. The platform is best suited for scenarios where speed of integration matters more than scale, coverage, or advanced delivery formats.
Use it if:
- You need small-scale, real-time job search results for a specific region.
- You don’t require global coverage, extensive historical datasets, or daily bulk exports.
- You’re building a prototype, proof of concept, or hobby project.
- You don’t need historical datasets or large-scale bulk exports.
When teams outgrow Fantastic.jobs
As projects scale, data requirements often grow beyond what a lightweight API can provide. Teams expanding into new markets, pursuing advanced analytics, or developing AI models often encounter limitations in data depth, delivery options, and accuracy.
Typical challenges are:
- Limited coverage beyond a small set of regions or markets.
- Lack of sufficient historical job data for large-scale analytics, ML, or LLM training.
- No bulk delivery methods such as AWS S3 or AWS Data Exchange.
- Incorrect or misleading data field values from hallucinating AIs.
- No historical job postings for market trend and competitive analysis.
Reasons to Choose Techmap’s Job Data.
Key features are:
Techmap is built for scale, precision, and flexibility. We serve clients who require deep historical datasets, reliable enterprise-grade delivery, and customizable data sourcing - not only from job boards, aggregators, and employment services, but also directly from company ATS career pages and our proprietary web crawlers.
- Global coverage in up to 254 countries and territories, making it easy to scale internationally.
- Hourly & Daily bulk delivery on AWS S3 via AWS Data Exchange for rapid data ingestion.
- Historical job postings from January 2020 onward for analytics and AI training.
- Direct job listings from company websites and ATS systems - not just job boards.
- Flexible source inclusion/exclusion to meet your exact requirements.
- Multiple export formats including JSON, CSV, RSS, ATOM, XML, and Parquet.
- Fully GDPR-compliant with EU-based data storage.
Experience the power of Techmap’s Job Data for yourself - free trials, no obligations:
