Best Fantastic.jobs Alternative:
More Coverage, Bulk Delivery
Fantastic.jobs offers a simple API for job data, but many teams need broader global coverage, richer historical records, and enterprise-grade bulk delivery.
Techmap’s job posting API and data feeds were built for exactly that.
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 250 countries, 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:
Migrate from Fantastic.jobs in 6 simple steps
- Subscribe to Techmap's API on RapidAPI or the Techmap Data Feeds on AWS Data Exchange. (NOTE: free trials are available or ask us for sample data)
- Adapt your current Fantastic.jobs API query to our parameters (see Techmap's Job Postings API Documentation). If you're using the data files from the AWS data feeds read section 5 of this article to access the files after subscription.
- Compare Fantastic.jobs data schema with Techmap’s data schema side-by-side and map your data fields acordingly.
- Test with some sample data, plug it into your existing pipeline, and validate field parity and coverage, then switch the source from Fantastic.jobs to Techmap.
- Final optimizations of rate limits and adherance to export schedules.
- Don't forget to cancel your Fantastic.jobs subscription.
If you are stuck just share your data structure and key filters - we're happy to help.
Frequently Asked Questions
Why should I switch from Fantastic.jobs to Techmap?
Techmap is designed for scale, precision, and flexibility. You get global coverage, historical depth, multiple delivery options, and enterprise-grade reliability - without giving up ease of integration. In short, you gain more data, more control, and better long-term value.
How easy is it to migrate from Fantastic.jobs to Techmap?
Migration is straightforward. Map your existing filters and data structure to our schema and switch without rewriting your pipeline. Most teams can be up and running in a few days - including testing.
Does Techmap offer global coverage?
Yes. Unlike many lightweight APIs, Techmap covers jobs directly from company websites, company ATS pages, employment services, job boards, and aggregators worldwide. This ensures stronger coverage in North America, Europe, and emerging markets.
Does Techmap offer historical job postings?
Yes - we can provide multiple years of historical postings for your chosen country. We collect job postings since January 2020.
How fresh is Techmap's data?
Our web crawlers and scrapers run continuously and pump the data into our API storage. Data files exports are scheduled hourly and overwrite previous exports with the final export after a 2-day delay.
What delivery formats does Techmap support?
We mainly offer the data in JSON format but can easily convert it into formats including CSV, RSS, ATOM, XML, and Parquet, delivered via API or AWS S3 through AWS Data Exchange.
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