Emergent Trends
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Trend
#api
23 posts in the last 7 days
Public ATS Job Board APIs & Data Extraction
Developers are exploring how to bypass traditional job aggregators and HTML scraping by directly querying public, unauthenticated JSON endpoints from major Applicant Tracking Systems like Greenhouse, Lever, and Ashby. This trend focuses on normalizing disparate job schemas into unified data feeds for custom alerts and analytics using lightweight JavaScript and Python scripts.
Key Areas of Focus:
- How can you detect a company's ATS provider and board slug directly from its domain name?
- How do you normalize disparate schemas from Greenhouse, Lever, and Ashby into a single unified job feed?
- What are the rate limits, costs, and failure modes when pulling thousands of job postings directly from public ATS endpoints?
Active about 4 hours ago
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