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Guide·Jan 18, 2026·5 min read

# Job posting API: one endpoint for every job on the web

If you've ever shopped around for a job-posting API and ended up with three vendors, four scrapers, and a deduplication script - this post is for you.

![Dvir Atias](/authors/dvir-atias.jpg)

Dvir Atias

Founder, JobsPipe

If you’ve ever shopped for a “**job posting API**” and ended up with three vendors, four scrapers, and a Python script to dedupe the overlap - this post is for you. A single normalized job-posting endpoint is the foundation for any product that touches hiring data, and it’s harder to build well than it looks.

## Why three vendors

Most jobs-data products end up multi-vendor because no single vendor covers everything. JSearch has Indeed but not Workday. Coresignal has historical bulk but no real-time webhooks. ScrapingDog is great for one site but you maintain the normalization yourself. So you glue them together, write a dedup script, and add monitoring for each one.

## What “unified” actually means

A real unified job-posting API needs four things at minimum:

-   **Source breadth** - at least 20+ ATSs and the major boards. Anything less means you still need a second vendor.
-   **One JSON schema** - same fields, same types, regardless of source. Otherwise your application code branches per source and you’ve gained nothing.
-   **Cross-source dedup** - the same job posted to a Greenhouse board and mirrored to Indeed must collapse into one record. Without this, you ship duplicates to your downstream UI.
-   **Parsed structured fields** - salary, location, remote flag, all extracted from free text into machine-readable types. Otherwise “structured data” is a marketing claim, not a feature.

## JobsPipe’s endpoint

```
curl https://api.jobspipe.dev/v1/jobs/search \
  -H "Authorization: Bearer jp_live_your_key_here" \
  -H "Content-Type: application/json" \
  -d '{ "job_title_or": ["staff engineer"], "posted_at_max_age_days": 1 }'
```

Returns every matching job across every source we index, deduped, with parsed comp, in one paginated response. Add `source_or` to scope to one source or `source_not` to exclude aggregator listings.

One endpoint, every job - free tier with monthly credits.

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---
Canonical URL: https://jobspipe.dev/blog/job-posting-api
Title: Job posting API: one endpoint for every job on the web
Description: If you've ever shopped around for a job-posting API and ended up with three vendors, four scrapers, and a deduplication script - this post is for you.