---
title: "Job board API: the data layer for the job board you are building"
description: "How to power a job board with an API instead of a scraper farm. The data problem behind every job board, the listing and search pages in code, expiry handling, and the apply-out model."
canonical: https://jobspipe.dev/blog/job-board-api-guide
date_published: 2026-06-24
date_modified: 2026-06-24
author: Dvir Atias
---

# Job board API: the data layer for the job board you are building

How to power a job board with an API instead of a scraper farm. The data problem behind every job board, the listing and search pages in code, expiry handling, and the apply-out model.

Every job board is a thin UI over a hard data problem. The site is a weekend build; keeping it stocked with fresh, real, de-duplicated listings is the part that sinks most of them. If you are wondering how to build a job board in 2026, the honest answer is: do not start with a scraper farm, start with a [job board API](https://jobspipe.dev/jobs-api) as your data layer.

## What it actually takes to fill a job board

Empty job boards die. To launch with real inventory and keep it credible, you need four things that have nothing to do with your front end:

-   **Discovery.** Finding where the jobs live - thousands of ATS tenants and boards, none of which publish a directory.
-   **Freshness and expiry.** A board full of closed roles is worse than a small one. You have to detect removals, not just additions.
-   **Normalization.** Salary, location, and employment type arrive in a hundred different phrasings and must become one schema before you can render or filter them.
-   **De-duplication.** The same role is posted to an ATS, reposted to aggregators, and syndicated onward. Without dedup your board shows the same job five times.

Try it without a key

```
curl -d '{"limit":3}' https://api.jobspipe.dev/v1/sandbox/jobs/search
```

Only `/v1/sandbox/*` needs no key.

## The data layer: a job board API

A job board API hands you all four, already solved, behind one endpoint. JobsPipe indexes 30+ ATS and job-board sources, normalizes every posting into one shape, de-duplicates across sources, and serves the result from `POST https://api.jobspipe.dev/v1/jobs/search`. Your job board becomes a presentation layer over a clean feed.

## Building the listing page

Fetch a page of recent jobs on the server, then render the cards. The data already has everything a listing card needs:

```
async function getListings() {
  const res = await fetch("https://api.jobspipe.dev/v1/jobs/search", {
    method: "POST",
    headers: {
      "Authorization": "Bearer jp_live_your_key_here",
      "Content-Type": "application/json",
    },
    body: JSON.stringify({ posted_at_max_age_days: 30, limit: 50 }),
  });
  const { data } = await res.json();
  return data;
}

const jobs = await getListings();

jobs.map((job) => (
  <article key={job.id}>
    <h3>{job.title}</h3>
    <p>{job.company} - {job.location.city}</p>
    <a href={job.apply_url}>Apply</a>
  </article>
));
```

## Search and filters for your board

The same endpoint powers your board’s search box and category pages. Pass whatever the user picked - keywords, country, remote, recency - as filters:

```
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": ["designer"],
    "job_country_code_or": ["US"],
    "remote": true,
    "posted_at_max_age_days": 14,
    "limit": 25
  }'
```

## Keeping listings fresh and removing expired jobs

The fastest way to lose trust is to send a candidate to a dead listing. Re-sync on a schedule with `posted_at_max_age_days` to bound how old anything on the board can be, and use the `archived_at` timestamp on jobs that have come down to hide or flag expired roles. Because de-duplication happens upstream, a role that appears on three sources is one row on your board, with one canonical apply link.

## Monetization and the apply flow

The `apply_url` on every record points back at the original posting, so the default model is apply-out: candidates click through to the source. That keeps you out of the business of hosting applications while you monetize the board itself - featured or sponsored listings, niche curation, a newsletter, or affiliate arrangements on the apply click. The data layer stays the same regardless of how you charge.

## Related research

-   [Job posting API: one endpoint for every job on the web](https://jobspipe.dev/blog/job-posting-api)
-   [Job search API: how to add job search to your product](https://jobspipe.dev/blog/job-search-api-guide)
-   [Where to get job posting data in 2026: 7 sources compared](https://jobspipe.dev/blog/where-to-get-job-posting-data)

## Frequently Asked Questions

### What is a job board API?

A job board API is a hosted data layer that supplies your job board with fresh, normalized, de-duplicated listings so you do not run a scraper farm. It solves the four things a job board needs that have nothing to do with your front end: discovery of where the jobs live across thousands of ATS tenants, freshness and expiry detection, normalization of salary, location and employment type into one schema, and de-duplication across sources.

### How do I build a job board without scraping?

Start with a job board API as your data layer instead of a scraper farm. JobsPipe indexes 30+ ATS and job-board sources, normalizes every posting into one shape, de-duplicates across sources, and serves the result from POST https://api.jobspipe.dev/v1/jobs/search. You fetch a page of recent jobs on the server and render the cards, so your board becomes a presentation layer over an already clean feed.

### How do I remove expired jobs from my job board?

Re-sync on a schedule and use the closed\_at timestamp on jobs that have come down to hide or flag expired roles. Pass posted\_at\_max\_age\_days on each sync to bound how old anything on the board can be. Sending a candidate to a dead listing is the fastest way to lose trust. Because de-duplication happens upstream, a role that appears on three sources is one row with one canonical apply link.

Related

## Keep reading

-   [Guide · Jul 25, 2026Job data API: how to evaluate one before you build on it](https://jobspipe.dev/blog/job-data-api)
-   [Guide · Jul 15, 2026How to build a job board in 2026: stack, data, and go-live](https://jobspipe.dev/blog/how-to-build-a-job-board)
-   [Guide · Jul 25, 2026An API for job search: the architecture behind a search box that returns real jobs](https://jobspipe.dev/blog/api-for-job-search)
-   [Guide · Jul 15, 2026Open source job board software: 4 real options and what they cost to run](https://jobspipe.dev/blog/open-source-job-board-software)
-   [Comparison · Jul 22, 2026AI recruiting tools in 2026: what they do, and the data layer under them](https://jobspipe.dev/blog/ai-recruiting-tools)


## Further reading

- [Job scraper: the build-vs-buy guide for 2026](https://jobspipe.dev/blog/job-scraper-build-vs-buy)
- [Job board API](https://jobspipe.dev/glossary/job-board-api)
- [What is a job API?](https://jobspipe.dev/answers/what-is-a-job-api)
- [How to Build a Job Aggregator in 2026](https://jobspipe.dev/guides/how-to-build-a-job-aggregator)
- [Job scraping](https://jobspipe.dev/glossary/job-scraping)

---
Building this integration yourself? The steps above work. The alternative is one API over 30+ sources, already normalized and deduplicated. Try it right now - no key, no signup:

```bash
curl -d '{"limit":3}' https://api.jobspipe.dev/v1/sandbox/jobs/search
```

Sample data, exact live schema. For live data get a free key (1,000 jobs to start) at https://jobspipe.dev/signup, then swap /v1/sandbox/jobs/search for /v1/jobs/search with an Authorization: Bearer header. Full agent index: https://jobspipe.dev/llms.txt?src=md-twin