# Greenhouse, Lever, Ashby & Remote Jobs + Hiring Signals API (`lahcen_ai/ats-jobs-hiring-intent-scraper`) Actor

All-in-one job board & B2B hiring intent scraper for Greenhouse, Lever, Ashby, Workable, SmartRecruiters & Remote feeds. Extracts open roles, parsed salary ranges, 55+ required tech stack tools, remote availability, and B2B buying intent signals.

- **URL**: https://apify.com/lahcen_ai/ats-jobs-hiring-intent-scraper.md
- **Developed by:** [Lahcen El-Hadi](https://apify.com/lahcen_ai) (community)
- **Categories:** Jobs, Lead generation, AI
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $2.00 / 1,000 enriched job & b2b hiring intent signals

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?

An Actor is a serverless cloud program that runs on the Apify platform. It has two run modes.
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.

Apify vocabulary and the platform model are defined once, in the agent quickstart at https://apify.com/agents.md.

## 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.

Do not guess an integration path. Every one of them is in the agent quickstart at https://apify.com/agents.md: the Apify MCP server, Agent Skills with the Apify CLI, the JavaScript and Python clients, the REST API, and the account-free path for an agent with no human to sign in. It also carries the rule on stating cost before the first paid run.

For examples already wired to this Actor's own input schema, see the [API](#api) section below.

Each client library has reference documentation the quickstart does not restate: [JavaScript/TypeScript](https://docs.apify.com/api/client/js/docs.md) (`npm install apify-client`) and [Python](https://docs.apify.com/api/client/python/docs.md) (`pip install apify-client`).

# README

## Greenhouse, Lever, Ashby & Remote Jobs + B2B Hiring Signals Scraper

Extract open job postings, **parsed salary ranges**, **55+ required tech stack tools**, **remote availability**, and **B2B Buying Intent Signals** directly from **Greenhouse, Lever, Ashby, Workable, SmartRecruiters**, and global remote job feeds — with **zero login, zero browser overhead, and zero proxy blocks**.

***

### Why B2B Sales Teams, Recruiters & AI Agents Use This Actor

1. **6-in-1 Unified ATS & Job Intelligence Engine:**
   - Automatically detects and extracts jobs from **Greenhouse**, **Ashby**, **Lever**, **Workable**, **SmartRecruiters**, and **Global Remote Tech Feeds**.
   - Just pass a company slug (`stripe`, `figma`, `vercel`, `linear`, `anthropic`, `databricks`) or any full ATS board URL (`https://boards.greenhouse.io/stripe`, `https://jobs.ashbyhq.com/linear`, `https://jobs.lever.co/palantir`).
2. **Automatic Salary & Compensation Parser:**
   - Extracts `salaryRange`, `salaryMin`, `salaryMax`, and `salaryCurrency` (`USD`, `EUR`, `GBP`) from both structured ATS compensation tiers and inside job descriptions.
3. **55+ Tech Stack & Enterprise Tool Detector:**
   - Scans job requirements to uncover the exact tools a company uses (`AWS`, `Snowflake`, `Databricks`, `Kubernetes`, `Terraform`, `Salesforce`, `HubSpot`, `Gong`, `Python`, `TypeScript`, `React`, `OpenAI`, `LangChain`, `Datadog`, `Okta`, etc.).
4. **Actionable B2B Buying Intent Classification:**
   - Categorizes every open role into a target **B2B Buyer Persona** (`AI, ML & Data Science`, `Security & Compliance (CISO)`, `Cloud & Platform Infrastructure (DevOps)`, `Sales, GTM & Revenue (CRO/VP Sales)`, `Marketing & Growth (CMO)`, `Software Engineering (CTO/VP Eng)`) and generates a clear **B2B Hiring Intent Signal** for outbound sales and SDR teams.

***

### Sample Output

```json
{
  "company": "Stripe",
  "companySlug": "stripe",
  "atsPlatform": "Greenhouse",
  "jobId": "7284910",
  "jobTitle": "Staff Machine Learning Engineer, Fraud Detection",
  "department": "Machine Learning",
  "buyerPersonaCategory": "AI, ML & Data Science",
  "location": "San Francisco, CA / Remote",
  "isRemote": true,
  "employmentType": "Full-Time",
  "salaryRange": "$212,000 - $318,000 USD",
  "salaryMin": 212000,
  "salaryMax": 318000,
  "salaryCurrency": "USD",
  "detectedTechStack": [
    "Python",
    "AWS",
    "Spark",
    "PyTorch",
    "LLMs / GenAI"
  ],
  "hiringIntentSignal": "AI/ML Expansion — High B2B intent for AI compute, vector DBs, MLOps & LLM tooling (Active stack: Python, AWS, Spark, PyTorch)",
  "jobUrl": "https://stripe.com/jobs/search?gh_jid=7284910",
  "publishedAt": "2026-10-15T18:20:00.000Z"
}
```

***

### Legal & Compliance Notice

This Actor accesses only publicly published job postings made available by employers on official public career boards to attract candidates. It does not scrape personal profiles, private employee records, or password-protected pages.

# Actor input Schema

## `companiesOrUrls` (type: `array`):

Enter company slugs (e.g., 'stripe', 'anthropic', 'figma', 'vercel', 'discord', 'airbnb') OR full ATS URLs (e.g., 'https://boards.greenhouse.io/stripe', 'https://jobs.lever.co/palantir', 'https://jobs.ashbyhq.com/openai'). Leave empty or use defaults to scan curated high-growth tech companies.

## `includeCuratedTechDirectory` (type: `boolean`):

If enabled, automatically includes additional curated fast-growing tech/AI companies across Greenhouse, Lever, and Ashby alongside your custom list.

## `includeGlobalRemoteFeed` (type: `boolean`):

If enabled, also fetches verified live remote tech jobs from public global remote job feeds.

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

Only return jobs matching at least one of these keywords (e.g. 'Engineer', 'AI', 'Sales', 'Marketing', 'Product', 'Python'). Leave empty to extract all open jobs.

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

Case-insensitive filter for job location (e.g., 'Remote', 'United States', 'London', 'New York', 'Europe'). Leave empty for all locations.

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

Only output jobs that are explicitly marked as Remote or Work-from-Home.

## `onlyWithSalary` (type: `boolean`):

Only output jobs where a salary or compensation range was detected in the listing or metadata.

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

Maximum number of jobs to extract per company board (1 to 1000).

## `includeFullDescription` (type: `boolean`):

Include the clean plain-text job description in each dataset item (ideal for LLM/RAG pipelines and AI agents).

## Actor input object example

```json
{
  "companiesOrUrls": [
    "stripe",
    "figma",
    "vercel",
    "linear"
  ],
  "includeCuratedTechDirectory": false,
  "includeGlobalRemoteFeed": false,
  "keywords": [],
  "locationFilter": "",
  "remoteOnly": false,
  "onlyWithSalary": false,
  "maxJobsPerCompany": 25,
  "includeFullDescription": true
}
```

# 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 = {
    "companiesOrUrls": [
        "stripe",
        "figma",
        "vercel",
        "linear"
    ]
};

// Run the Actor and wait for it to finish
const run = await client.actor("lahcen_ai/ats-jobs-hiring-intent-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 = { "companiesOrUrls": [
        "stripe",
        "figma",
        "vercel",
        "linear",
    ] }

# Run the Actor and wait for it to finish
run = client.actor("lahcen_ai/ats-jobs-hiring-intent-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 '{
  "companiesOrUrls": [
    "stripe",
    "figma",
    "vercel",
    "linear"
  ]
}' |
apify call lahcen_ai/ats-jobs-hiring-intent-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,lahcen_ai/ats-jobs-hiring-intent-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/5c5SPNhZUuCrsv35d/builds/yF8YXiu3OwOAhFxVo/openapi.json