# Lever Ashby Jobs Scraper (`smorgi_apps/lever-ashby-jobs-scraper`) Actor

- **URL**: https://apify.com/smorgi\_apps/lever-ashby-jobs-scraper.md
- **Developed by:** [Smorgi Apps](https://apify.com/smorgi_apps) (community)
- **Categories:** Jobs, Lead generation, Automation
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $0.50 / 1,000 job listings

This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events.

Learn more: https://docs.apify.com/platform/actors/running/actors-in-store#pay-per-event

## What's an Apify Actor?

Actors are web data automations that power AI and operations. They run on the Apify platform to scrape websites, process data, connect APIs, and automate workflows.
In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours,
and optionally produces a well-defined JSON output, datasets with results, or files in key-value store.
In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server.
Actors are written with capital "A".

## How to integrate an Actor?

If asked about integration, you help developers integrate Actors into their projects.
You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready.
The best way to integrate Actors is as follows.

- **AI agents and MCP clients** — the [Apify MCP server](https://docs.apify.com/integrations/mcp.md) at `https://mcp.apify.com` (remote, streamable HTTP, OAuth on first use).
- **Agentic workflows and local Actor development** — [Agent Skills](https://apify.com/.well-known/agent-skills/index.json) with the [Apify CLI](https://docs.apify.com/cli/docs.md): `npm install -g apify-cli`, then `apify login`.
- **JavaScript/TypeScript projects** — the official [JS/TS client](https://docs.apify.com/api/client/js/docs.md): `npm install apify-client`.
- **Python projects** — the official [Python client](https://docs.apify.com/api/client/python/docs.md): `pip install apify-client`.
- **Any other language** — the [REST API](https://docs.apify.com/api/v2.md).

For usage examples, see the [API](#api) section below.

For more details, see Apify documentation as [Markdown index](https://docs.apify.com/llms.txt) and [Markdown full-text](https://docs.apify.com/llms-full.txt).

# README

## Lever & Ashby Jobs Scraper — Pay Per Result

Scrape **published** Lever and Ashby job boards through their public JSON APIs. Paste board tokens or board URLs — multi-board batch in one run.

**Store search keywords:** Lever scraper · Ashby jobs API · ATS jobs · jobs.lever.co · jobs.ashbyhq.com · career page scraper

***

### Why this Actor

| Need | What you get |
|------|----------------|
| Many companies at once | Batch Lever + Ashby boards in one run |
| Clean structured jobs | Title, location, department, team, employment type, remote flag, URL, optional description |
| Failures that shouldn’t bill | 404 / empty boards / bad tokens → **not charged** |
| Low cost | HTTP-only (no Playwright); PPE priced from measured unit economics |

Public APIs only. No login. No application submission.

***

### Input

```json
{
  "boards": ["lever:spotify", "ashby:openai", "https://jobs.ashbyhq.com/ramp"],
  "maxItemsPerBoard": 50,
  "includeDescription": true,
  "titleContains": "engineer",
  "locationContains": "Remote"
}
```

Accepted board values:

- Prefixed token: `lever:spotify`, `ashby:openai`
- Board URL: `https://jobs.lever.co/spotify`, `https://jobs.ashbyhq.com/ramp`
- Job URL on a host: `https://jobs.lever.co/spotify/{job-id}`
- Bare token (Lever default): `spotify`

Ashby bare tokens require the `ashby:` prefix or an Ashby URL.

***

### Output fields

| Field | Description |
|-------|-------------|
| `id` | Job post id |
| `source` | `lever` or `ashby` |
| `boardToken` | Board token used for the request |
| `title` | Job title |
| `company` | Company name when exposed (usually null) |
| `location` | Primary location string |
| `department` / `team` | Org fields when present |
| `employmentType` | Commitment / employment type |
| `isRemote` | Remote flag when inferable |
| `absoluteUrl` | Public job URL |
| `descriptionHtml` / `description` | When `includeDescription` is true |
| `publishedAt` | Post date when present |

***

### Pricing

Pay-per-event for each **delivered** job row.

- Empty boards, 404 tokens, and parse failures → **not charged**
- Turn `includeDescription` off for listing-only pulls (smaller payloads)

**~$0.50 / 1,000 jobs** on the Store pricing tab (HTTP-only; empty/404 boards free).

***

### Limitations (honest)

- Only **published** public API posts — not private ATS data
- You must know the board token (or a Lever/Ashby-hosted board URL)
- Some employers disable the public board
- Description HTML is whatever the API returns; formatting varies by employer

***

Issues / feature requests: use the Actor **Issues** tab.

# Actor input Schema

## `boards` (type: `array`):

Lever/Ashby board refs: lever:spotify, ashby:openai, https://jobs.lever.co/spotify, https://jobs.ashbyhq.com/ramp. Multi-board batch in one run.

## `maxItemsPerBoard` (type: `integer`):

Cap after title/location filters. Both APIs return the full published board in one call.

## `includeDescription` (type: `boolean`):

If true, include HTML + plain-text description when the API exposes it. Turn off for listing-only pulls.

## `titleContains` (type: `string`):

Optional case-insensitive title substring filter (e.g. "engineer").

## `locationContains` (type: `string`):

Optional case-insensitive location filter (e.g. "Remote", "London").

## `dedupeAcrossBoards` (type: `boolean`):

Skip job ids already returned for a previous board in this run.

## `requestDelayMs` (type: `integer`):

Throttle between board API calls. Keep low — the APIs are public and fast.

## `proxyConfiguration` (type: `object`):

Optional. Lever/Ashby public APIs usually work without proxies.

## Actor input object example

```json
{
  "boards": [
    "lever:spotify",
    "ashby:openai",
    "https://jobs.ashbyhq.com/ramp"
  ],
  "maxItemsPerBoard": 50,
  "includeDescription": true,
  "titleContains": "",
  "locationContains": "",
  "dedupeAcrossBoards": true,
  "requestDelayMs": 400,
  "proxyConfiguration": {
    "useApifyProxy": false
  }
}
```

# Actor output Schema

## `jobs` (type: `string`):

No description

# API

You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup.

## JavaScript example

```javascript
import { ApifyClient } from 'apify-client';

// Initialize the ApifyClient with your Apify API token
// Replace the '<YOUR_API_TOKEN>' with your token
const client = new ApifyClient({
    token: '<YOUR_API_TOKEN>',
});

// Prepare Actor input
const input = {
    "boards": [
        "lever:spotify",
        "ashby:openai",
        "https://jobs.ashbyhq.com/ramp"
    ],
    "maxItemsPerBoard": 50
};

// Run the Actor and wait for it to finish
const run = await client.actor("smorgi_apps/lever-ashby-jobs-scraper").call(input);

// Fetch and print Actor results from the run's dataset (if any)
console.log('Results from dataset');
console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`);
const { items } = await client.dataset(run.defaultDatasetId).listItems();
items.forEach((item) => {
    console.dir(item);
});

// 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs

```

## Python example

```python
from apify_client import ApifyClient

# Initialize the ApifyClient with your Apify API token
# Replace '<YOUR_API_TOKEN>' with your token.
client = ApifyClient("<YOUR_API_TOKEN>")

# Prepare the Actor input
run_input = {
    "boards": [
        "lever:spotify",
        "ashby:openai",
        "https://jobs.ashbyhq.com/ramp",
    ],
    "maxItemsPerBoard": 50,
}

# Run the Actor and wait for it to finish
run = client.actor("smorgi_apps/lever-ashby-jobs-scraper").call(run_input=run_input)

# Fetch and print Actor results from the run's dataset (if there are any)
print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")
for item in client.dataset(run.default_dataset_id).iterate_items():
    print(item)

# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

```

## CLI example

```bash
echo '{
  "boards": [
    "lever:spotify",
    "ashby:openai",
    "https://jobs.ashbyhq.com/ramp"
  ],
  "maxItemsPerBoard": 50
}' |
apify call smorgi_apps/lever-ashby-jobs-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,smorgi_apps/lever-ashby-jobs-scraper"
        }
    }
}

```

The hosted server signs you in with OAuth on first connect, so no API token belongs in this config. Clients without OAuth support can send an `Authorization: Bearer <APIFY_API_TOKEN>` header instead, using a token from API & Integrations in Apify Console (https://console.apify.com/settings/integrations).

## OpenAPI specification

Download the OpenAPI definition: https://api.apify.com/v2/actors/l8we9HK1LlsyqbgfO/builds/h42dy2l16v1z8y7fF/openapi.json