# Ashby Jobs Scraper (`devilscrapes/ashby-jobs-scraper`) Actor

Scrape every job posting from any Ashby-hosted job board via Ashby's own public keyless GraphQL API, no login or browser required. Get team names, workplace type, employment type, compensation bands, and a guaranteed working apply link for every posting, in one full-board call per org.

- **URL**: https://apify.com/devilscrapes/ashby-jobs-scraper.md
- **Developed by:** [DevilScrapes](https://apify.com/devilscrapes) (community)
- **Categories:** Jobs
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $1.50 / 1,000 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/docs.md):

```bash
npm install apify-client
```

In Python projects, use official [Python client library](https://docs.apify.com/api/client/python/docs.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/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

<div align="center">
  <img src=".actor/icon.svg" width="160" alt="Devil Scrapes mark" />

## Ashby Jobs Scraper

**💰 $1.50 / 1 000 results** &nbsp;·&nbsp; pay only for results &nbsp;·&nbsp; no credit card to try

_We do the dirty work so your dataset stays clean._ 😈

Scrape every job posting from any Ashby-hosted job board via Ashby's own public keyless GraphQL API — no login, no browser, no API key. Give it a list of org slugs and get titles, teams, locations, workplace type, compensation bands, and guaranteed working apply links as clean typed rows.

</div>

---

### 🎯 What this scrapes

Ashby powers the careers page for a large slice of venture-backed startups and scale-ups. Every one of those boards is served by the same internal GraphQL endpoint (`jobs.ashbyhq.com/api/non-user-graphql?op=ApiJobBoardWithTeams`). This Actor talks to it directly: hand it one or more org slugs — the `{orgSlug}` in a `jobs.ashbyhq.com/{orgSlug}` board URL, e.g. `openai` — and it fetches the entire board in a single call, joins the response's own team hierarchy, and normalizes everything into one row schema. One scraper, every Ashby-hosted employer.

### 🔥 Features

- 🔑 **Keyless public GraphQL API** — no OAuth, no token, no per-org setup; the same endpoint the careers page itself calls.
- 📦 **Whole board in one call** — no pagination to chase; a 750-posting board comes back in a single response.
- 🏢 **Multi-org in one run** — pass many org slugs; rows come back identically shaped, tagged with `org_slug`.
- 🧩 **Real team names, not guesses** — `team_name` is joined from the response's own `teams` hierarchy, never a fabricated department field.
- 🔗 **Guaranteed apply link** — `apply_url` is constructed and confirmed live-resolvable for every posting, no extra HTTP call.
- 🔁 **We retry with backoff + rotate browser fingerprints** — `curl-cffi` presents a real browser handshake and retries transient `429/5xx` so a large multi-org batch finishes instead of dying midway.
- 🧊 **Clean, typed rows** — Pydantic-validated, ISO-8601 timestamps, stable IDs. Export JSON / CSV / Excel straight from the Apify Console.

### 💡 Use cases

- **Recruiting & sourcing** — track what a target company is hiring for, where, and on which team.
- **Job-board aggregation** — add dedicated Ashby coverage next to Workday / Greenhouse / Lever / SmartRecruiters in one pipeline.
- **Hiring-intent signal for SDR/GTM teams** — open reqs are a leading indicator of budget and headcount growth.
- **HR-tech data pipelines** — wire structured job rows into your CRM, dashboard, or n8n / Make workflow on a schedule.

### ⚙️ How to use it

1. Click **Try for free** at the top of the Store listing.
2. Add one or more **Org slugs** — the `{orgSlug}` from a `jobs.ashbyhq.com/{orgSlug}` careers URL (e.g. `openai`), or paste the full board URL.
3. Optionally set **Max results per org** and a **Location filter**.
4. Click **Start**. Rows stream into the dataset as each org's board is fetched.
5. Export from **Storage → Dataset** as JSON, CSV, or Excel — or pull via the Apify API.

### 📥 Input

| Field | Type | Required | Default | Notes |
|---|---|:--:|---|---|
| `orgSlugs` | `array` | ✅ | — | Ashby org slugs (the `{orgSlug}` in `jobs.ashbyhq.com/{orgSlug}`, e.g. `openai`), or full board URLs. |
| `maxResultsPerOrg` | `integer` | no | `500` | Cap on rows emitted per org, applied after the single full-board fetch. |
| `locationFilter` | `string` | no | `null` | Case-insensitive substring match against a posting's location(s). Client-side only. |
| `proxyConfiguration` | `object` | no | `{"useApifyProxy": true}` | Apify Proxy configuration. |

#### Example input

```json
{
  "orgSlugs": ["openai", "ramp"],
  "maxResultsPerOrg": 100,
  "locationFilter": null,
  "proxyConfiguration": { "useApifyProxy": true }
}
````

### 📤 Output

One row per job posting.

| Field | Type | Notes |
|---|---|---|
| `posting_id` | `string` | Stable Ashby posting id. |
| `title` | `string` | Job title. |
| `org_slug` | `string` | The org slug this posting belongs to. |
| `team_name` | `string \| null` | Joined from the board's own team hierarchy; `null` if unassigned. |
| `location_name` | `string` | Primary location. |
| `workplace_type` | `string \| null` | `Hybrid`, `OnSite`, or `Remote`. |
| `employment_type` | `string \| null` | e.g. `FullTime`. |
| `secondary_locations` | `array` | Additional locations, if any. |
| `compensation_summary` | `string \| null` | Compensation band, when the org publishes one. |
| `apply_url` | `string` | Guaranteed live apply link. |
| `scraped_at` | `string` | ISO-8601 timestamp. |

#### Example output

```json
{
  "posting_id": "7af121a1-d29a-4745-84c1-ef1b58a3b840",
  "title": "3P Silicon Architect",
  "org_slug": "openai",
  "team_name": null,
  "location_name": "San Francisco",
  "workplace_type": "Hybrid",
  "employment_type": "FullTime",
  "secondary_locations": ["Seattle"],
  "compensation_summary": "$342K – $555K • Offers Equity",
  "apply_url": "https://jobs.ashbyhq.com/openai/7af121a1-d29a-4745-84c1-ef1b58a3b840",
  "scraped_at": "2026-07-26T15:00:00Z"
}
```

### 💰 Pricing

Pay-per-event — you pay only for what lands in your dataset.

| Event | Price |
|---|---|
| Actor start | $0.005 (once per run) |
| Result | $0.0015 per job posting (**$1.50 / 1,000**) |

### 🚧 Limitations

- Ashby coverage only — for Greenhouse, Lever, Workday, or SmartRecruiters, see the sibling Actors in the DevilScrapes fleet.
- This Actor's GraphQL endpoint (`jobs.ashbyhq.com/api/non-user-graphql`) is distinct from the Ashby path inside `multi-ats-jobs-scraper` — different host, different fields — so the two are not redundant with each other.
- No first-class `department` field — Ashby's schema doesn't expose one directly; `team_name` (the board's own team hierarchy) is the closest real grouping signal.
- No org-name enrichment — `org_slug` is the literal input slug, not an org display name (the endpoint doesn't expose one).
- No historical or removed postings — this Actor reflects the board's current, live state only.

### ❓ FAQ

**Does this need an Ashby account or API key?**
No — it calls Ashby's own public, keyless board endpoint, the same one the careers page uses.

**Can I pass a full board URL instead of a bare slug?**
Yes — either works. A full `jobs.ashbyhq.com/{orgSlug}` URL has its slug extracted automatically.

**What happens if an org isn't on Ashby, or isn't currently hiring?**
The run continues and reports zero rows for that org — never a silent failure and never a crash.

### 💬 Your feedback

Found a field that's missing, or a board that doesn't behave as documented? Open an issue on the Actor's Store page or reach out via [apify.com/DevilScrapes](https://apify.com/DevilScrapes) — we ship fixes fast.

# Actor input Schema

## `orgSlugs` (type: `array`):

Ashby org slug, e.g. "openai" (the path segment in jobs.ashbyhq.com/{orgSlug}), or a full board URL — the orgSlug is regex-extracted automatically. A plain string with no "jobs.ashbyhq.com" substring is used literally, unchanged (including case).

## `maxResultsPerOrg` (type: `integer`):

Cap job postings emitted per orgSlugs entry, applied client-side after the single full-board fetch — this endpoint has no server-side pagination.

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

Optional case-insensitive substring match against a posting's location or any of its secondary locations. Client-side only, adds zero extra HTTP calls. Leave empty to skip.

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

Apify Proxy configuration. No anti-bot behaviour has been observed on Ashby's keyless GraphQL endpoint, so the standard (non-residential) group is enough.

## Actor input object example

```json
{
  "orgSlugs": [
    "openai"
  ],
  "maxResultsPerOrg": 500,
  "proxyConfiguration": {
    "useApifyProxy": true
  }
}
```

# Actor output Schema

## `datasetItems` (type: `string`):

All dataset items as JSON.

## `datasetItemsCsv` (type: `string`):

Same data exported to CSV.

## `datasetView` (type: `string`):

Open the run dataset in the Console.

# 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 = {
    "orgSlugs": [
        "openai"
    ],
    "maxResultsPerOrg": 500,
    "proxyConfiguration": {
        "useApifyProxy": true
    }
};

// Run the Actor and wait for it to finish
const run = await client.actor("devilscrapes/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 = {
    "orgSlugs": ["openai"],
    "maxResultsPerOrg": 500,
    "proxyConfiguration": { "useApifyProxy": True },
}

# Run the Actor and wait for it to finish
run = client.actor("devilscrapes/ashby-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 '{
  "orgSlugs": [
    "openai"
  ],
  "maxResultsPerOrg": 500,
  "proxyConfiguration": {
    "useApifyProxy": true
  }
}' |
apify call devilscrapes/ashby-jobs-scraper --silent --output-dataset

```

## MCP server setup

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

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "Ashby Jobs Scraper",
        "description": "Scrape every job posting from any Ashby-hosted job board via Ashby's own public keyless GraphQL API, no login or browser required. Get team names, workplace type, employment type, compensation bands, and a guaranteed working apply link for every posting, in one full-board call per org.",
        "version": "0.0",
        "x-build-id": "m2j5Hv4aBrJayK359"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/devilscrapes~ashby-jobs-scraper/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-devilscrapes-ashby-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": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/devilscrapes~ashby-jobs-scraper/runs": {
            "post": {
                "operationId": "runs-sync-devilscrapes-ashby-jobs-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/devilscrapes~ashby-jobs-scraper/run-sync": {
            "post": {
                "operationId": "run-sync-devilscrapes-ashby-jobs-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": [
                    "orgSlugs"
                ],
                "properties": {
                    "orgSlugs": {
                        "title": "Org slugs",
                        "minItems": 1,
                        "maxItems": 1000,
                        "type": "array",
                        "description": "Ashby org slug, e.g. \"openai\" (the path segment in jobs.ashbyhq.com/{orgSlug}), or a full board URL — the orgSlug is regex-extracted automatically. A plain string with no \"jobs.ashbyhq.com\" substring is used literally, unchanged (including case)."
                    },
                    "maxResultsPerOrg": {
                        "title": "Max results per org",
                        "minimum": 1,
                        "maximum": 5000,
                        "type": "integer",
                        "description": "Cap job postings emitted per orgSlugs entry, applied client-side after the single full-board fetch — this endpoint has no server-side pagination.",
                        "default": 500
                    },
                    "locationFilter": {
                        "title": "Location filter",
                        "type": "string",
                        "description": "Optional case-insensitive substring match against a posting's location or any of its secondary locations. Client-side only, adds zero extra HTTP calls. Leave empty to skip."
                    },
                    "proxyConfiguration": {
                        "title": "Proxy configuration",
                        "type": "object",
                        "description": "Apify Proxy configuration. No anti-bot behaviour has been observed on Ashby's keyless GraphQL endpoint, so the standard (non-residential) group is enough.",
                        "default": {
                            "useApifyProxy": true
                        }
                    }
                }
            },
            "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
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```