PRAXY JOBS RESEARCH
What the job market is doing—and what the data can prove.
Original analysis from the Praxy Jobs index, plus the engineering methods behind reliable job boards, career agents, and workforce-intelligence products.
Praxy Jobs Research · 6 min
FDE Jobs Are Real. The Taxonomy Is the Hard Part
We found 443 recent Forward Deployed Engineer postings. The useful lesson for job products is not hype—it is how quickly a new title breaks old taxonomies.
Read article →Praxy Jobs Research · 7 min
AI Engineer Is Becoming a Search Problem, Not Just a Job Title
A production snapshot finds 1,354 recent AI Engineer-title postings—and shows why exact-title counts are a weak foundation for AI job products.
Read article →Praxy Jobs Engineering · 8 min
Job Postings Are Not Hires: A Buyer’s Methodology Guide
Before using job-posting data for a board, model, or market report, learn what active stock, new flow, expiry, duplicates, and missing fields actually measure.
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Praxy Jobs Research
FDE Jobs Are Real. The Taxonomy Is the Hard Part
We found 443 recent Forward Deployed Engineer postings. The useful lesson for job products is not hype—it is how quickly a new title breaks old taxonomies.
AI Engineer Is Becoming a Search Problem, Not Just a Job Title
A production snapshot finds 1,354 recent AI Engineer-title postings—and shows why exact-title counts are a weak foundation for AI job products.
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Praxy Jobs Engineering
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Buyer Guides
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Comparisons
A Fantastic.jobs Alternative Built on Provenance
Looking for a fantastic.jobs alternative? An honest side-by-side on provenance, cursor safety at scale, native MCP, and per-job price. Postings, not hires.
A jobo.world Alternative: The Verifiable Jobs API
A fair jobo.world alternative comparison: where jobo leads on SDKs and where Praxy wins on provenance, cursor safety, first-party MCP, and price.
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ATS Integration
How to Get Job Postings from Greenhouse (API Guide)
The greenhouse jobs api is free and public. Learn the boards endpoint, the fields you get, how to find board tokens, and the hard parts of doing it at scale.
How to Get Jobs from Lever (API Guide)
The Lever jobs API is public and free. Pull any company's live postings from one endpoint - here's the URL, fields, a curl example, and the scaling catch.
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