# Multi-ATS Job Scraper — Greenhouse, Lever, Ashby & 6 More (`igor_nersisian/multi-ats-jobs-scraper`) Actor

Scrape job postings from 9 ATS platforms: Greenhouse, Lever, Ashby, Workable, SmartRecruiters, Recruitee, BambooHR, Breezy and Personio. Auto-detects the ATS from a company name or careers URL and returns clean, normalized job data with descriptions, locations and remote flags.

- **URL**: https://apify.com/igor\_nersisian/multi-ats-jobs-scraper.md
- **Developed by:** [Igor Nersisian](https://apify.com/igor_nersisian) (community)
- **Categories:** Jobs, Lead generation
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $1.00 / 1,000 job posting results

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 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

## Multi-ATS Job Scraper — Greenhouse, Lever, Ashby & 6 More Job Board APIs

Scrape **job postings from 9 applicant tracking systems (ATS) with a single actor**: Greenhouse, Lever, Ashby, Workable, SmartRecruiters, Recruitee, BambooHR, Breezy HR, and Personio. Give it company names or career-page URLs — it auto-detects the ATS platform and returns every open position in one **unified, normalized schema**.

Ideal for **recruiting intelligence, job aggregators, sales & GTM hiring signals, market research, and job-seeker tools**.

### Why this scraper?

- 🎯 **9 ATS platforms, one output schema** — no need to buy and glue together 9 separate scrapers.
- 🔍 **Auto-detection** — pass a bare company slug (e.g. `stripe`) and the actor finds which ATS the company uses.
- 🧹 **Clean, normalized data** — title, location, remote flag, department, employment type, salary (when published), full description (HTML + plain text), posting date, direct apply URL.
- ⚡ **Fast & reliable** — uses each ATS's official public job-board API. No brittle HTML scraping, no proxies needed, no login.
- 💸 **Pay per result** — you pay only for the jobs you actually get.

### Supported platforms

| Platform | Example input |
|---|---|
| Greenhouse | `https://boards.greenhouse.io/stripe` or `stripe` |
| Lever | `https://jobs.lever.co/octoenergy` |
| Ashby | `https://jobs.ashbyhq.com/linear` |
| Workable | `https://apply.workable.com/joinditto` |
| SmartRecruiters | `https://careers.smartrecruiters.com/Visa` |
| Recruitee | `https://company.recruitee.com` |
| BambooHR | `https://company.bamboohr.com/careers` |
| Breezy HR | `https://company.breezy.hr` |
| Personio | `https://company.jobs.personio.de` |

### Input example

```json
{
    "companies": ["stripe", "https://jobs.ashbyhq.com/linear", "https://jobs.lever.co/octoenergy"],
    "keywords": ["engineer", "developer"],
    "remoteOnly": true,
    "includeDescription": true
}
````

### Output example

```json
{
    "id": "d3bc1ced-3ce4-4086-a050-555055dbb1ff",
    "title": "Senior / Staff Fullstack Engineer",
    "company": "linear",
    "platform": "ashby",
    "url": "https://jobs.ashbyhq.com/linear/d3bc1ced-3ce4-4086-a050-555055dbb1ff",
    "applyUrl": "https://jobs.ashbyhq.com/linear/d3bc1ced-.../application",
    "location": "Europe",
    "isRemote": true,
    "department": "Product",
    "team": "Engineering",
    "employmentType": "FullTime",
    "salary": null,
    "description": "<p>At Linear, we're building...</p>",
    "descriptionText": "At Linear, we're building...",
    "publishedAt": "2021-04-27T20:13:45.158Z",
    "scrapedAt": "2026-07-12T14:00:00.000Z"
}
```

### Use cases

- **Hiring-signal lead generation** — companies actively hiring for a role are in-market for related tools and services. Track competitor or prospect hiring in one feed.
- **Job board & aggregator feeds** — populate your niche job board with fresh, structured postings, including salary data where published.
- **Recruiting market intelligence** — monitor open roles, departments, and locations across any watchlist of companies.
- **Job search automation** — watch a set of dream companies and get every new opening as structured data (pipe it into a spreadsheet, Slack, or email via Apify integrations).

### Filters

- `keywords` — keep only jobs whose title matches any keyword (e.g. `["engineer", "designer"]`).
- `locationFilter` — keep only jobs in a given location (e.g. `"Berlin"`).
- `remoteOnly` — keep only remote positions.
- `maxJobsPerCompany` — cap results per company.

### Scheduling & integrations

Run it on a [schedule](https://docs.apify.com/platform/schedules) to get daily/weekly snapshots. Export to **JSON, CSV, Excel**, or connect **Zapier, Make, webhooks, Google Sheets** and more via Apify integrations. Access results via the [Apify API](https://docs.apify.com/api/v2) or MCP for AI agents.

### FAQ

**Do I need proxies or an account on these ATS platforms?**
No. The actor reads each platform's public job-board endpoints directly.

**What happens if a company isn't found?**
The run continues with the other companies; failures are listed in the run log with a clear reason.

**Can I get salary data?**
Yes — where the employer publishes it (Lever `salaryRange`, Ashby compensation, Recruitee salary fields), it's included in the `salary` field.

**Is this legal?**
The actor only accesses publicly available job postings that employers explicitly publish for distribution. No personal data is collected.

# Actor input Schema

## `companies` (type: `array`):

Company identifiers to scrape. Accepts bare slugs (e.g. <code>stripe</code>) — the ATS is auto-detected — or full career-page URLs, e.g. <code>https://boards.greenhouse.io/stripe</code>, <code>https://jobs.lever.co/octoenergy</code>, <code>https://jobs.ashbyhq.com/linear</code>, <code>https://apply.workable.com/company</code>, <code>https://company.recruitee.com</code>, <code>https://company.breezy.hr</code>, <code>https://company.bamboohr.com/careers</code>, <code>https://company.jobs.personio.de</code>.

## `platform` (type: `string`):

Force a specific ATS platform for bare company slugs. URLs are always auto-detected from the domain. Leave on auto-detect to let the actor probe all 9 platforms.

## `keywords` (type: `array`):

Only keep jobs whose title contains at least one of these keywords (case-insensitive). Leave empty to keep all jobs.

## `locationFilter` (type: `string`):

Only keep jobs whose location contains this text (case-insensitive), e.g. <code>Berlin</code> or <code>United States</code>.

## `remoteOnly` (type: `boolean`):

Only keep jobs marked as remote (or with 'remote' in the location).

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

Include the full job description (HTML + plain text) in every result. Turning this off makes runs on some platforms (SmartRecruiters, BambooHR, Breezy) faster because descriptions require extra requests there.

## `maxJobsPerCompany` (type: `integer`):

Stop after this many jobs per company (after filtering). 0 = unlimited.

## Actor input object example

```json
{
  "companies": [
    "https://boards.greenhouse.io/stripe",
    "https://jobs.ashbyhq.com/linear",
    "octoenergy"
  ],
  "platform": "auto",
  "keywords": [],
  "remoteOnly": false,
  "includeDescription": true,
  "maxJobsPerCompany": 0
}
```

# 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 = {
    "companies": [
        "https://boards.greenhouse.io/stripe",
        "https://jobs.ashbyhq.com/linear",
        "octoenergy"
    ],
    "keywords": [],
    "locationFilter": ""
};

// Run the Actor and wait for it to finish
const run = await client.actor("igor_nersisian/multi-ats-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 = {
    "companies": [
        "https://boards.greenhouse.io/stripe",
        "https://jobs.ashbyhq.com/linear",
        "octoenergy",
    ],
    "keywords": [],
    "locationFilter": "",
}

# Run the Actor and wait for it to finish
run = client.actor("igor_nersisian/multi-ats-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 '{
  "companies": [
    "https://boards.greenhouse.io/stripe",
    "https://jobs.ashbyhq.com/linear",
    "octoenergy"
  ],
  "keywords": [],
  "locationFilter": ""
}' |
apify call igor_nersisian/multi-ats-jobs-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "command": "npx",
            "args": [
                "mcp-remote",
                "https://mcp.apify.com/?tools=igor_nersisian/multi-ats-jobs-scraper",
                "--header",
                "Authorization: Bearer <YOUR_API_TOKEN>"
            ]
        }
    }
}

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "Multi-ATS Job Scraper — Greenhouse, Lever, Ashby & 6 More",
        "description": "Scrape job postings from 9 ATS platforms: Greenhouse, Lever, Ashby, Workable, SmartRecruiters, Recruitee, BambooHR, Breezy and Personio. Auto-detects the ATS from a company name or careers URL and returns clean, normalized job data with descriptions, locations and remote flags.",
        "version": "0.1",
        "x-build-id": "xc4nKRzKkP8ua4Tsp"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/igor_nersisian~multi-ats-jobs-scraper/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-igor_nersisian-multi-ats-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": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/igor_nersisian~multi-ats-jobs-scraper/runs": {
            "post": {
                "operationId": "runs-sync-igor_nersisian-multi-ats-jobs-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/igor_nersisian~multi-ats-jobs-scraper/run-sync": {
            "post": {
                "operationId": "run-sync-igor_nersisian-multi-ats-jobs-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": [
                    "companies"
                ],
                "properties": {
                    "companies": {
                        "title": "Companies (slugs or career-page URLs)",
                        "type": "array",
                        "description": "Company identifiers to scrape. Accepts bare slugs (e.g. <code>stripe</code>) — the ATS is auto-detected — or full career-page URLs, e.g. <code>https://boards.greenhouse.io/stripe</code>, <code>https://jobs.lever.co/octoenergy</code>, <code>https://jobs.ashbyhq.com/linear</code>, <code>https://apply.workable.com/company</code>, <code>https://company.recruitee.com</code>, <code>https://company.breezy.hr</code>, <code>https://company.bamboohr.com/careers</code>, <code>https://company.jobs.personio.de</code>.",
                        "items": {
                            "type": "string"
                        }
                    },
                    "platform": {
                        "title": "ATS platform (for bare slugs)",
                        "enum": [
                            "auto",
                            "greenhouse",
                            "lever",
                            "ashby",
                            "workable",
                            "smartrecruiters",
                            "recruitee",
                            "bamboohr",
                            "breezy",
                            "personio"
                        ],
                        "type": "string",
                        "description": "Force a specific ATS platform for bare company slugs. URLs are always auto-detected from the domain. Leave on auto-detect to let the actor probe all 9 platforms.",
                        "default": "auto"
                    },
                    "keywords": {
                        "title": "Job title keywords",
                        "type": "array",
                        "description": "Only keep jobs whose title contains at least one of these keywords (case-insensitive). Leave empty to keep all jobs.",
                        "items": {
                            "type": "string"
                        }
                    },
                    "locationFilter": {
                        "title": "Location filter",
                        "type": "string",
                        "description": "Only keep jobs whose location contains this text (case-insensitive), e.g. <code>Berlin</code> or <code>United States</code>."
                    },
                    "remoteOnly": {
                        "title": "Remote jobs only",
                        "type": "boolean",
                        "description": "Only keep jobs marked as remote (or with 'remote' in the location).",
                        "default": false
                    },
                    "includeDescription": {
                        "title": "Include full job descriptions",
                        "type": "boolean",
                        "description": "Include the full job description (HTML + plain text) in every result. Turning this off makes runs on some platforms (SmartRecruiters, BambooHR, Breezy) faster because descriptions require extra requests there.",
                        "default": true
                    },
                    "maxJobsPerCompany": {
                        "title": "Max jobs per company",
                        "minimum": 0,
                        "type": "integer",
                        "description": "Stop after this many jobs per company (after filtering). 0 = unlimited.",
                        "default": 0
                    }
                }
            },
            "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
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```