# Ashby ATS Job Scraper Pro (`maverickpoint/ashby-ats-scraper`) Actor

Extract and enrich jobs from Ashby-powered companies (Notion, Linear, Ramp, Plaid, Vercel). Structured compensation (salary+equity+bonus), skills extraction, classification, change detection, and analytics.

- **URL**: https://apify.com/maverickpoint/ashby-ats-scraper.md
- **Developed by:** [Rahul Sharma](https://apify.com/maverickpoint) (community)
- **Categories:** Jobs, Lead generation
- **Stats:** 1 total users, 0 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $2.00 / 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/actors/running/actors-in-store.md#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

## Ashby ATS Job Scraper Pro

The most intelligent Ashby job scraper on Apify. Extract **enriched, classified data** with structured compensation (salary + equity + bonus), skills extraction, change tracking, and hiring analytics.

**No API key needed.** Ashby job board data is publicly accessible.

### Why Ashby?

Ashby powers the career pages of the fastest-growing tech companies: **Notion, Linear, Ramp, Plaid, Vercel, Supabase, PostHog, OpenSea**, and more. These are the companies VCs, recruiters, and competitive intelligence teams care about most.

### What makes this different?

| Feature | Other Scrapers | This Scraper |
|---|---|---|
| Job extraction | Yes | Yes |
| Structured compensation (salary+equity+bonus) | No | **Multi-tier breakdown** |
| Skills extraction (required vs preferred) | No | **500-term taxonomy** |
| Seniority classification | No | **intern to c-level** |
| Job category standardization | No | **13 categories** |
| Work mode detection | No | **Native workplaceType + isRemote** |
| Employment type | No | **FullTime/PartTime/Contract/Intern** |
| Secondary locations | No | **Multi-location support** |
| Structured address (city/region/country) | No | **Parsed postal address** |
| Change detection between runs | No | **new/updated/removed** |
| Per-company hiring analytics | No | **department/skill/salary breakdowns** |

### Output example

```json
{
  "jobId": "abc123-def456-789",
  "title": "Senior Backend Engineer",
  "company": "notion",
  "department": "Engineering",
  "team": "Infrastructure",
  "employmentType": "FullTime",
  "location": "San Francisco, California",
  "secondaryLocations": ["New York, NY", "Remote - US"],
  "addressCity": "San Francisco",
  "addressRegion": "California",
  "addressCountry": "United States",
  "isRemote": false,
  "workplaceType": "Hybrid",
  "jobUrl": "https://jobs.ashbyhq.com/notion/abc123",
  "applyUrl": "https://jobs.ashbyhq.com/notion/abc123/application",
  "publishedAt": "2026-03-15T10:00:00.000Z",
  "payRanges": [
    { "title": "Salary", "type": "Salary", "minValue": 180000, "maxValue": 240000, "currency": "USD", "interval": "yearly" },
    { "title": "Equity", "type": "Equity", "minValue": 50000, "maxValue": 100000, "currency": "USD", "interval": "yearly" }
  ],
  "seniority": "senior",
  "category": "engineering",
  "workMode": "Hybrid",
  "skills": {
    "required": ["Python", "PostgreSQL", "AWS", "Docker"],
    "preferred": ["Kubernetes", "Terraform"],
    "yearsExperience": "5+"
  },
  "scrapedAt": "2026-04-01T12:00:00.000Z",
  "source": "ashby"
}
```

### How to use

```json
{
  "boardTokens": ["notion", "ramp", "linear", "plaid"],
  "enableClassification": true,
  "enableSkillsExtraction": true,
  "includeAnalytics": true
}
```

### Pricing

**Pay Per Result: $2 per 1,000 jobs** ($0.002 per job).

Use `enableChangeDetection` + `deltaOnly` on scheduled runs to cut costs by 85-95%.

### Related scrapers

Part of our ATS job scraper suite:

- **[Greenhouse ATS Job Scraper Pro](https://apify.com/maverickpoint/greenhouse-ats-scraper)** — 7,500+ companies (Airbnb, Stripe, Figma)
- **[Lever ATS Job Scraper Pro](https://apify.com/maverickpoint/lever-ats-scraper)** — Spotify, Palantir, Outreach

### Feedback

Found a bug or feature request? Open an issue on the **Issues** tab.

# Actor input Schema

## `boardTokens` (type: `array`):

Ashby company slugs from their careers URL. Example: 'notion' from https://jobs.ashbyhq.com/notion.

## `companySearch` (type: `string`):

Search the built-in registry of 40+ companies by name.

## `industryFilter` (type: `string`):

Load all companies from an industry: devtools, fintech, ai, saas, etc.

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

Include HTML + plain-text descriptions.

## `departmentFilter` (type: `string`):

Only return jobs matching this department.

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

Filter by primary or secondary locations.

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

Maximum jobs per company. 0 = unlimited.

## `enableClassification` (type: `boolean`):

Add seniority, category, and work mode. Uses Ashby native workplaceType/isRemote when available.

## `enableSkillsExtraction` (type: `boolean`):

Parse descriptions to extract required vs. preferred skills.

## `enableSalaryEstimation` (type: `boolean`):

Estimate salary from peer data. Requires classification.

## `enableChangeDetection` (type: `boolean`):

Mark jobs as new, updated, removed, or unchanged.

## `deltaOnly` (type: `boolean`):

Only output changes. Saves 85-95% on repeat runs.

## `deduplicateAcrossBoards` (type: `boolean`):

Flag duplicate jobs across company pages.

## `includeAnalytics` (type: `boolean`):

Per-company hiring analytics summary.

## `outputProfile` (type: `string`):

Full: all fields. Compact: no HTML. Minimal: essentials only.

## Actor input object example

```json
{
  "boardTokens": [
    "notion",
    "ramp",
    "linear"
  ],
  "companySearch": "",
  "industryFilter": "",
  "includeDescription": true,
  "departmentFilter": "",
  "locationFilter": "",
  "maxJobsPerCompany": 0,
  "enableClassification": true,
  "enableSkillsExtraction": false,
  "enableSalaryEstimation": false,
  "enableChangeDetection": false,
  "deltaOnly": false,
  "deduplicateAcrossBoards": false,
  "includeAnalytics": false,
  "outputProfile": "full"
}
```

# 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 = {
    "boardTokens": [
        "notion",
        "ramp",
        "linear"
    ]
};

// Run the Actor and wait for it to finish
const run = await client.actor("maverickpoint/ashby-ats-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 = { "boardTokens": [
        "notion",
        "ramp",
        "linear",
    ] }

# Run the Actor and wait for it to finish
run = client.actor("maverickpoint/ashby-ats-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 '{
  "boardTokens": [
    "notion",
    "ramp",
    "linear"
  ]
}' |
apify call maverickpoint/ashby-ats-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,maverickpoint/ashby-ats-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/0fzH0fl0lRDIqN4Vw/builds/S87VHbP9dFW0e488m/openapi.json