# Workday, Ashby, Greenhouse & Lever ATS Job Scraper (MCP) (`jcoop32/workday-ashby-greenhouse-lever-ats-job-scraper`) Actor

Universal B2B career portal & ATS job extractor for Workday (myworkdayjobs.com), Ashby, Greenhouse, and Lever. Extracts live job openings, salary bands, remote status, 35+ enterprise tech stack mentions, and B2B outbound hiring triggers.

- **URL**: https://apify.com/jcoop32/workday-ashby-greenhouse-lever-ats-job-scraper.md
- **Developed by:** [Joshua Cooper](https://apify.com/jcoop32) (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

Pay per event

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

## Workday, Ashby, Greenhouse & Lever ATS Job Scraper (B2B Hiring Signals)

Extract normalized, real-time job postings, **published salary ranges**, **35+ enterprise technology stack tags**, and **B2B sales hiring triggers** directly from **Workday** (`myworkdayjobs.com`), **Ashby** (`jobs.ashbyhq.com`), **Greenhouse** (`boards.greenhouse.io`), and **Lever** (`jobs.lever.co`) career portals—without expensive headless browser overhead.

Built for **B2B sales intelligence**, **recruiting automation**, **venture capital deal-flow tracking**, and **AI/MCP agents** (n8n, Make, Clay, LangChain).

***

### Why Use This Universal ATS Job Scraper?

- **4 Major Enterprise ATS Platforms in One Actor**:
  - **Workday (`myworkdayjobs.com`)**: Queries the undocumented Workday CXS JSON endpoint (`/wday/cxs/<tenant>/<site>/jobs`) and job detail endpoints directly—no slow Playwright/Selenium browser sessions required.
  - **Ashby (`jobs.ashbyhq.com`)**: Queries Ashby's public posting API with compensation tiers (`compensationTierSummary`).
  - **Greenhouse (`boards.greenhouse.io` / `job-boards.greenhouse.io`)**: Queries Greenhouse's JSON board API (`?content=true`) for complete job descriptions, departments, and offices.
  - **Lever (`jobs.lever.co`)**: Queries Lever's v0 postings API (`?mode=json`) including structured `salaryRange` objects and team categories.
- **Automatic Salary & Compensation Extraction**: Parses structured ATS salary fields plus regex compensation bands (`$140,000 - $185,000`, `$160k - $210k`) into normalized `salary_min`, `salary_max`, `salary_currency`, and `salary_interval`.
- **35+ Enterprise Tech Stack Detection**: Automatically tags mentions of `Python`, `TypeScript`, `Go`, `Rust`, `Kubernetes`, `AWS`, `GCP`, `Snowflake`, `Databricks`, `Kafka`, `Terraform`, `PyTorch`, `LLM`, `Salesforce`, `HubSpot`, and more.
- **B2B Buying & Hiring Signals**: Identifies high-intent GTM triggers (`AI / ML Expansion`, `Cloud / Platform Modernization`, `Data Infrastructure Investment`, `Security & Compliance Initiative`, `Executive / Founding Hire`).

***

### Input Parameters

| Field | Type | Default | Description |
| :--- | :--- | :--- | :--- |
| `targets` | `array<string>` | NVIDIA (Workday), Ramp (Ashby), Stripe (Greenhouse), Palantir (Lever) | Career portal URLs or shorthand `ats:slug` (e.g. `greenhouse:stripe`, `ashby:ramp`, `lever:palantir`, `https://nvidia.wd5.myworkdayjobs.com/NVIDIAExternalCareerSite`) |
| `keyword_filter` | `string` | `""` | Optional keyword filter across job title, department, or description |
| `location_filter` | `string` | `""` | Optional city/state/country/Remote filter |
| `department_filter` | `string` | `""` | Optional department/team filter |
| `remote_only` | `boolean` | `false` | Return only remote-eligible job postings |
| `max_jobs_per_company` | `integer` | `25` | Maximum jobs to extract per company target (`1`–`250`) |

***

### Sample Output Record

```json
{
  "job_id": "ashby:ramp:9c8b4f12-3b7e-4b0a-9f1a-8e2d1a0c5e11",
  "ats_provider": "ashby",
  "company_slug": "ramp",
  "title": "Senior Software Engineer, Backend Platform",
  "department": "Engineering",
  "team": "Platform",
  "employment_type": "FullTime",
  "workplace_type": "Hybrid",
  "is_remote": true,
  "location": "New York, NY",
  "all_locations": ["New York, NY", "San Francisco, CA", "Remote - US"],
  "published_at": "2026-10-24T15:12:00+00:00",
  "apply_url": "https://jobs.ashbyhq.com/ramp/9c8b4f12-3b7e-4b0a-9f1a-8e2d1a0c5e11/application",
  "job_url": "https://jobs.ashbyhq.com/ramp/9c8b4f12-3b7e-4b0a-9f1a-8e2d1a0c5e11",
  "salary_raw": "$175,000 - $235,000",
  "salary_min": 175000.0,
  "salary_max": 235000.0,
  "salary_currency": "USD",
  "salary_interval": "year",
  "tech_stack_mentions": ["aws", "docker", "kafka", "kubernetes", "postgresql", "python", "redis", "terraform"],
  "hiring_signals": ["Cloud / Platform Modernization", "Data Infrastructure Investment"],
  "description_snippet": "Join Ramp's Backend Platform engineering organization to architect high-throughput financial infrastructure...",
  "scraped_at": "2026-10-26T21:15:00+00:00"
}
```

# Actor input Schema

## `targets` (type: `array`):

List of Workday (myworkdayjobs.com), Ashby (jobs.ashbyhq.com), Greenhouse (boards.greenhouse.io), or Lever (jobs.lever.co) URLs or company slugs.

## `keyword_filter` (type: `string`):

Optional keyword to filter job titles, departments, or tech stacks (e.g., 'Security', 'Data Engineer', 'Snowflake', 'AI'). Leave empty for all open roles.

## `remote_only` (type: `boolean`):

If true, only return remote-eligible job openings.

## `max_items_per_company` (type: `integer`):

Maximum number of job postings to extract per company portal.

## Actor input object example

```json
{
  "targets": [
    "https://nvidia.wd5.myworkdayjobs.com/NVIDIAExternalCareerSite",
    "https://jobs.ashbyhq.com/ramp",
    "https://boards.greenhouse.io/stripe",
    "https://jobs.lever.co/palantir"
  ],
  "keyword_filter": "",
  "remote_only": false,
  "max_items_per_company": 10
}
```

# Actor output Schema

## `overview` (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 = {
    "targets": [
        "https://nvidia.wd5.myworkdayjobs.com/NVIDIAExternalCareerSite",
        "https://jobs.ashbyhq.com/ramp",
        "https://boards.greenhouse.io/stripe",
        "https://jobs.lever.co/palantir"
    ]
};

// Run the Actor and wait for it to finish
const run = await client.actor("jcoop32/workday-ashby-greenhouse-lever-ats-job-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 = { "targets": [
        "https://nvidia.wd5.myworkdayjobs.com/NVIDIAExternalCareerSite",
        "https://jobs.ashbyhq.com/ramp",
        "https://boards.greenhouse.io/stripe",
        "https://jobs.lever.co/palantir",
    ] }

# Run the Actor and wait for it to finish
run = client.actor("jcoop32/workday-ashby-greenhouse-lever-ats-job-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 '{
  "targets": [
    "https://nvidia.wd5.myworkdayjobs.com/NVIDIAExternalCareerSite",
    "https://jobs.ashbyhq.com/ramp",
    "https://boards.greenhouse.io/stripe",
    "https://jobs.lever.co/palantir"
  ]
}' |
apify call jcoop32/workday-ashby-greenhouse-lever-ats-job-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,jcoop32/workday-ashby-greenhouse-lever-ats-job-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/j7WAio149fS46bD1h/builds/1DNujLAvGxSnKIAEl/openapi.json