From the blog · Page 21
How we build, what we learn, what we ship.
Posts about indexing public job postings at scale, salary parsing, and the systems that keep one universal JSON schema feeling small even as the source list keeps growing.
The JobsPipe developer portal: API docs, OpenAPI spec, MCP server and SDKs
Every JobsPipe developer resource in one guided tour - the API docs, the OpenAPI 3.1 spec, authentication, webhooks, the hosted MCP server, the no-key sandbox, and official SDKs for Go, Python and the CLI.
Search millions of jobs from your AI agent with the JobsPipe MCP server
Connect Claude, Cursor, or any MCP client to JobsPipe with your API key and search 30+ job sources from inside your agent. How it works, four use cases, and a one-line setup.
Upwork statistics 2026: what 5,000 live job listings reveal
Budgets, hourly rates, payment-verified clients, top categories and client countries - pulled from a 5,001-listing sample of Upwork's public job feed in May 2026.
How we index every public Workday tenant in under 4 minutes
A look at the queue architecture, the per-tenant adaptive crawl rate, and why we deleted our headless browser fleet.
AI salary parsing: from $180k-DOE strings to structured ranges
Walking through the parsing pipeline that turns 11 different salary phrasings into one normalized JSON shape.
Webhooks GA, plus 12-month historical jobs data on Pro plans
Real-time push delivery, idempotent retries, signed payloads, and a full year of back-data for trend analysis.
Companies that use Workday: a customers list you can query (2026)
Workday powers HR for over 10,500 enterprises. Here's a curated list of companies that use Workday - well-known customers whose public job postings you can pull through one API - plus how to discover any tenant yourself.
Workday API: public job postings from every tenant in 2026
Skip Workday's enterprise SOAP API. Pull public job postings from every Workday tenant through one REST endpoint - same JSON shape as Greenhouse, Lever, and 30+ ATSs.
Companies that use Greenhouse: a notable customers list (2026)
Greenhouse powers the careers pages for thousands of modern startups and scaleups. Here's a curated list of companies that use Greenhouse - and how to query all of their public jobs from one endpoint.