Who is JobsPikr fitting for?
JobsPikr serves developers needing basic credit-based API access to job board data. It’s a lightweight, developer-friendly option that faces limitations in coverage depth, enterprise deployment, and volumne. The platform is best suited for small-scale projects where speed of integration matters more than scale, coverage, or advanced delivery formats.
Use it if:
- You don’t require global coverage, extensive historical datasets, or daily bulk exports.
- You need small-scale, real-time job search results for a specific region.
- You work on API-only implementations where bulk data delivery isn't required.
- You don’t need historical datasets or large-scale bulk exports.
When companies outgrow JobsPikr
Scaling organizations hit critical limits - especially when expanding globally or building analytical solutions. When project expand into new markets, pursuing advanced analytics, or developing AI models teams often encounter limitations in data depth, delivery options, and accuracy.
Typical challenges are:
- No bulk delivery methods such as AWS S3 or AWS Data Exchange.
- Limited coverage beyond a small set of regions or markets.
- Lack of sufficient historical job data for large-scale analytics, ML, or LLM training.
- Incorrect or misleading data field values from hallucinating ML.
- No historical job postings for market trend and competitive analysis.
Reasons to Choose Techmap’s Job Data.
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.
Key features are:
- Global coverage in up to 250 countries, making it easy to scale internationally.
- Direct job listings from company websites and ATS systems - not just job boards.
- Hourly & Daily bulk delivery on AWS S3 via AWS Data Exchange for rapid data ingestion - or access via API.
- Historical job postings from January 2020 onward for analytics and AI training.
- 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:
