# Free Jobs Scraper for ATS / Career Sites (`fantastic-jobs/jobs-scraper`) Actor
Scrape jobs for free from 12 ATS platforms, covering thousands of career pages worldwide like: Workday, Greenhouse, Ashby, Lever.co, BambooHR, JazzHR, Personio, Recruitee, Rippling, Rival, Teamtailor, and JOIN.com
- **URL**: https://apify.com/fantastic-jobs/jobs-scraper.md
- **Developed by:** [Fantastic.jobs](https://apify.com/fantastic-jobs) (community)
- **Categories:** Jobs, Automation
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, NaN bookmarks
- **User rating**: No ratings yet
## Pricing
Pay per usage
This Actor is paid per platform usage. The Actor is free to use, and you only pay for the Apify platform usage, which gets cheaper the higher subscription plan you have.
Learn more: https://docs.apify.com/platform/actors/running/actors-in-store#pay-per-usage
## What's an Apify Actor?
Actors are a software tools running on the Apify platform, for all kinds of web data extraction and automation use cases.
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.
In JavaScript/TypeScript projects, use official [JavaScript/TypeScript client](https://docs.apify.com/api/client/js.md):
```bash
npm install apify-client
```
In Python projects, use official [Python client library](https://docs.apify.com/api/client/python.md):
```bash
pip install apify-client
```
In shell scripts, use [Apify CLI](https://docs.apify.com/cli/docs.md):
````bash
# MacOS / Linux
curl -fsSL https://apify.com/install-cli.sh | bash
# Windows
irm https://apify.com/install-cli.ps1 | iex
```bash
In AI frameworks, you might use the [Apify MCP server](https://docs.apify.com/platform/integrations/mcp.md).
If your project is in a different language, use 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
## Unified ATS Jobs Scraper
Scrape job listings from multiple supported ATS URLs and combine the results into one Apify dataset.
**The perfect FREE actor to scrape jobs from any supported ATS.** Simply sign up to [Apify's free plan](https://apify.com/pricing?fpr=z99f3) to get started.
This unified ATS scraper is intended to be a simple and easy way to retrieve jobs across multiple ATS platforms in a single run. Are you looking for something more advanced? Check out our [Career Site Job Listing API](https://apify.com/fantastic-jobs/career-site-job-listing-api?fpr=z99f3):
- Covers 54 ATS Platforms / Over 200,000 companies
- Refreshes every hour with new jobs!
- Only receive new jobs every hour, day, or week
- No need to figure out company URLs yourself, we add new ones daily
- Over 20 advanced filters on job title, description, location and more
- 20+ AI enriched fields like job benefits, requirements, on-site/remote/hybrid
- Normalized location. Every job in a 'City, State, Country' format
- 20+ Company data fields like industry, company description, number of employees
### Input
Pass one or more URLs in `startUrls`. The actor uses Apify proxy configuration by default.
### Supported URL Structures
- `ashby`: https://jobs.ashbyhq.com/openai
- `bamboohr`: https://theurgentcare.bamboohr.com/careers
- `greenhouse` (boards): https://boards.greenhouse.io/airbnb
- `greenhouse` (job-boards): https://job-boards.greenhouse.io/airbnb
- `greenhouse` (embed): https://boards.greenhouse.io/embed/job_board?for=urpt
- `jazzhr`: https://onpointcxsolutionsllc.applytojob.com
- `join`: https://join.com/companies/wipro-dresden
- `lever`: https://jobs.lever.co/destinationknot
- `personio`: https://wellcosan-gmbh.jobs.personio.com
- `recruitee`: https://forcyd.recruitee.com
- `rippling`: https://ats.rippling.com/bound/jobs
- `rival`: https://jobs.silkroad.com/RI/ElectricalSource
- `teamtailor`: https://knowmadmood.teamtailor.com
- `workday` (myworkdayjobs.com): https://adobe.wd5.myworkdayjobs.com/external_experienced
- `workday` (myworkdaysite.com): https://pwc.wd3.myworkdaysite.com/recruiting/pwc/Global_Experienced_Careers
### Output
Each dataset item has the same simple shape:
```json
{
"title": "Job title",
"description": "Decoded HTML description
",
"locations": ["Location"],
"url": "https://example.com/job",
"date_posted": "2026-05-07"
}
````
### Notes
Descriptions preserve the raw HTML where available, with HTML entities decoded and embedded base64 image payloads removed. The scraper keeps the implementation intentionally small and follows the public APIs or link discovery patterns used by the webjobs crawlers.
# Actor input Schema
## `startUrls` (type: `array`):
Mixed ATS URLs are auto-detected. Supports: ashby jobs.ashbyhq.com/{org}; bamboohr {tenant}.bamboohr.com/careers; greenhouse job-boards/boards Greenhouse board URLs; jazzhr/applytojob company URLs; join.com/companies/{company}; jobs.lever.co/{company}; personio career URLs; \*.recruitee.com; ats.rippling.com/{company} job boards; Rival/SilkRoad source URLs (the actor appends /Sitemap?embedded=\&modal=); Teamtailor /jobs/ URLs; Workday in two flavors — {company}.{cluster}.myworkdayjobs.com/{board} and {cluster}.myworkdaysite.com/recruiting/{company}/{board}. You can pass more than one URL.
## `maxJobsPerUrl` (type: `integer`):
Maximum number of jobs to return for each input URL.
## `maxJobs` (type: `integer`):
Overall cap on jobs returned across all input URLs combined.
## Actor input object example
```json
{
"startUrls": [
"https://nvidia.wd5.myworkdayjobs.com/NVIDIAExternalCareerSite",
"https://job-boards.greenhouse.io/airbnb",
"https://jobs.lever.co/spotify"
],
"maxJobsPerUrl": 100,
"maxJobs": 10000
}
```
# 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 '' with your token
const client = new ApifyClient({
token: '',
});
// Prepare Actor input
const input = {
"startUrls": [
"https://nvidia.wd5.myworkdayjobs.com/NVIDIAExternalCareerSite",
"https://job-boards.greenhouse.io/airbnb",
"https://jobs.lever.co/spotify"
],
"maxJobsPerUrl": 100,
"maxJobs": 10000
};
// Run the Actor and wait for it to finish
const run = await client.actor("fantastic-jobs/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 '' with your token.
client = ApifyClient("")
# Prepare the Actor input
run_input = {
"startUrls": [
"https://nvidia.wd5.myworkdayjobs.com/NVIDIAExternalCareerSite",
"https://job-boards.greenhouse.io/airbnb",
"https://jobs.lever.co/spotify",
],
"maxJobsPerUrl": 100,
"maxJobs": 10000,
}
# Run the Actor and wait for it to finish
run = client.actor("fantastic-jobs/jobs-scraper").call(run_input=run_input)
# Fetch and print Actor results from the run's dataset (if there are any)
print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
for item in client.dataset(run["defaultDatasetId"]).iterate_items():
print(item)
# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start
```
## CLI example
```bash
echo '{
"startUrls": [
"https://nvidia.wd5.myworkdayjobs.com/NVIDIAExternalCareerSite",
"https://job-boards.greenhouse.io/airbnb",
"https://jobs.lever.co/spotify"
],
"maxJobsPerUrl": 100,
"maxJobs": 10000
}' |
apify call fantastic-jobs/jobs-scraper --silent --output-dataset
```
## MCP server setup
```json
{
"mcpServers": {
"apify": {
"command": "npx",
"args": [
"mcp-remote",
"https://mcp.apify.com/?tools=fantastic-jobs/jobs-scraper",
"--header",
"Authorization: Bearer "
]
}
}
}
```
## OpenAPI specification
```json
{
"openapi": "3.0.1",
"info": {
"title": "Free Jobs Scraper for ATS / Career Sites",
"description": "Scrape jobs for free from 12 ATS platforms, covering thousands of career pages worldwide like: Workday, Greenhouse, Ashby, Lever.co, BambooHR, JazzHR, Personio, Recruitee, Rippling, Rival, Teamtailor, and JOIN.com",
"version": "0.1",
"x-build-id": "crPAyW8rolue7TLo2"
},
"servers": [
{
"url": "https://api.apify.com/v2"
}
],
"paths": {
"/acts/fantastic-jobs~jobs-scraper/run-sync-get-dataset-items": {
"post": {
"operationId": "run-sync-get-dataset-items-fantastic-jobs-jobs-scraper",
"x-openai-isConsequential": false,
"summary": "Executes an Actor, waits for its completion, and returns Actor's dataset items in response.",
"tags": [
"Run Actor"
],
"requestBody": {
"required": true,
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/inputSchema"
}
}
}
},
"parameters": [
{
"name": "token",
"in": "query",
"required": true,
"schema": {
"type": "string"
},
"description": "Enter your Apify token here"
}
],
"responses": {
"200": {
"description": "OK"
}
}
}
},
"/acts/fantastic-jobs~jobs-scraper/runs": {
"post": {
"operationId": "runs-sync-fantastic-jobs-jobs-scraper",
"x-openai-isConsequential": false,
"summary": "Executes an Actor and returns information about the initiated run in response.",
"tags": [
"Run Actor"
],
"requestBody": {
"required": true,
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/inputSchema"
}
}
}
},
"parameters": [
{
"name": "token",
"in": "query",
"required": true,
"schema": {
"type": "string"
},
"description": "Enter your Apify token here"
}
],
"responses": {
"200": {
"description": "OK",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/runsResponseSchema"
}
}
}
}
}
}
},
"/acts/fantastic-jobs~jobs-scraper/run-sync": {
"post": {
"operationId": "run-sync-fantastic-jobs-jobs-scraper",
"x-openai-isConsequential": false,
"summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
"tags": [
"Run Actor"
],
"requestBody": {
"required": true,
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/inputSchema"
}
}
}
},
"parameters": [
{
"name": "token",
"in": "query",
"required": true,
"schema": {
"type": "string"
},
"description": "Enter your Apify token here"
}
],
"responses": {
"200": {
"description": "OK"
}
}
}
}
},
"components": {
"schemas": {
"inputSchema": {
"type": "object",
"required": [
"startUrls"
],
"properties": {
"startUrls": {
"title": "Start URLs",
"maxItems": 20,
"type": "array",
"description": "Mixed ATS URLs are auto-detected. Supports: ashby jobs.ashbyhq.com/{org}; bamboohr {tenant}.bamboohr.com/careers; greenhouse job-boards/boards Greenhouse board URLs; jazzhr/applytojob company URLs; join.com/companies/{company}; jobs.lever.co/{company}; personio career URLs; *.recruitee.com; ats.rippling.com/{company} job boards; Rival/SilkRoad source URLs (the actor appends /Sitemap?embedded=&modal=); Teamtailor /jobs/ URLs; Workday in two flavors — {company}.{cluster}.myworkdayjobs.com/{board} and {cluster}.myworkdaysite.com/recruiting/{company}/{board}. You can pass more than one URL.",
"items": {
"type": "string"
}
},
"maxJobsPerUrl": {
"title": "Maximum jobs per URL",
"minimum": 1,
"maximum": 10000,
"type": "integer",
"description": "Maximum number of jobs to return for each input URL."
},
"maxJobs": {
"title": "Maximum total jobs",
"minimum": 1,
"maximum": 100000,
"type": "integer",
"description": "Overall cap on jobs returned across all input URLs combined."
}
}
},
"runsResponseSchema": {
"type": "object",
"properties": {
"data": {
"type": "object",
"properties": {
"id": {
"type": "string"
},
"actId": {
"type": "string"
},
"userId": {
"type": "string"
},
"startedAt": {
"type": "string",
"format": "date-time",
"example": "2025-01-08T00:00:00.000Z"
},
"finishedAt": {
"type": "string",
"format": "date-time",
"example": "2025-01-08T00:00:00.000Z"
},
"status": {
"type": "string",
"example": "READY"
},
"meta": {
"type": "object",
"properties": {
"origin": {
"type": "string",
"example": "API"
},
"userAgent": {
"type": "string"
}
}
},
"stats": {
"type": "object",
"properties": {
"inputBodyLen": {
"type": "integer",
"example": 2000
},
"rebootCount": {
"type": "integer",
"example": 0
},
"restartCount": {
"type": "integer",
"example": 0
},
"resurrectCount": {
"type": "integer",
"example": 0
},
"computeUnits": {
"type": "integer",
"example": 0
}
}
},
"options": {
"type": "object",
"properties": {
"build": {
"type": "string",
"example": "latest"
},
"timeoutSecs": {
"type": "integer",
"example": 300
},
"memoryMbytes": {
"type": "integer",
"example": 1024
},
"diskMbytes": {
"type": "integer",
"example": 2048
}
}
},
"buildId": {
"type": "string"
},
"defaultKeyValueStoreId": {
"type": "string"
},
"defaultDatasetId": {
"type": "string"
},
"defaultRequestQueueId": {
"type": "string"
},
"buildNumber": {
"type": "string",
"example": "1.0.0"
},
"containerUrl": {
"type": "string"
},
"usage": {
"type": "object",
"properties": {
"ACTOR_COMPUTE_UNITS": {
"type": "integer",
"example": 0
},
"DATASET_READS": {
"type": "integer",
"example": 0
},
"DATASET_WRITES": {
"type": "integer",
"example": 0
},
"KEY_VALUE_STORE_READS": {
"type": "integer",
"example": 0
},
"KEY_VALUE_STORE_WRITES": {
"type": "integer",
"example": 1
},
"KEY_VALUE_STORE_LISTS": {
"type": "integer",
"example": 0
},
"REQUEST_QUEUE_READS": {
"type": "integer",
"example": 0
},
"REQUEST_QUEUE_WRITES": {
"type": "integer",
"example": 0
},
"DATA_TRANSFER_INTERNAL_GBYTES": {
"type": "integer",
"example": 0
},
"DATA_TRANSFER_EXTERNAL_GBYTES": {
"type": "integer",
"example": 0
},
"PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
"type": "integer",
"example": 0
},
"PROXY_SERPS": {
"type": "integer",
"example": 0
}
}
},
"usageTotalUsd": {
"type": "number",
"example": 0.00005
},
"usageUsd": {
"type": "object",
"properties": {
"ACTOR_COMPUTE_UNITS": {
"type": "integer",
"example": 0
},
"DATASET_READS": {
"type": "integer",
"example": 0
},
"DATASET_WRITES": {
"type": "integer",
"example": 0
},
"KEY_VALUE_STORE_READS": {
"type": "integer",
"example": 0
},
"KEY_VALUE_STORE_WRITES": {
"type": "number",
"example": 0.00005
},
"KEY_VALUE_STORE_LISTS": {
"type": "integer",
"example": 0
},
"REQUEST_QUEUE_READS": {
"type": "integer",
"example": 0
},
"REQUEST_QUEUE_WRITES": {
"type": "integer",
"example": 0
},
"DATA_TRANSFER_INTERNAL_GBYTES": {
"type": "integer",
"example": 0
},
"DATA_TRANSFER_EXTERNAL_GBYTES": {
"type": "integer",
"example": 0
},
"PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
"type": "integer",
"example": 0
},
"PROXY_SERPS": {
"type": "integer",
"example": 0
}
}
}
}
}
}
}
}
}
}
```