# Career Site Jobs Scraper - Greenhouse, Lever, Ashby, Workday (`automly/career-site-jobs-scraper`) Actor

Scrape job listings straight from company career sites on Greenhouse, Lever, Ashby, Workday, SmartRecruiters, Recruitee, Workable, BambooHR, Personio and Teamtailor: one table with title, location, remote, department, salary, dates and full description.

- **URL**: https://apify.com/automly/career-site-jobs-scraper.md
- **Developed by:** [Automly](https://apify.com/automly) (community)
- **Categories:** Jobs, Lead generation
- **Stats:** 1 total users, 0 monthly users, 0.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $0.70 / 1,000 jobs

This Actor is paid per event and usage. You are charged both the fixed price for specific events and for Apify platform usage.
Since this Actor supports Apify Store discounts, the price gets lower the higher subscription plan you have.

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

## Career Site Jobs Scraper - Greenhouse, Lever, Ashby, Workday

### What is Career Site Jobs Scraper?

**Career Site Jobs Scraper** is a tool that lets you **scrape job listings from company career sites on Greenhouse, Lever, Ashby, Workday, SmartRecruiters, Recruitee, Workable, BambooHR, Personio and Teamtailor**: job title, company, every location, remote or hybrid, department and team, employment type, posting date, published salary range, the full job description and the apply link, in the same columns whichever system the company uses. Add a career site link, click **Start**, and download the jobs as Excel, CSV or JSON.

- ⚡ **Fast:** 4,700 jobs from 17 companies with full descriptions in about 90 seconds; 3,900 job listings without descriptions in 10 seconds (our tests)
- 🧩 **10 career site systems, one table:** dates, salaries, locations and employment types come out in the same format for all of them
- 🏢 **Every job of big Workday sites:** sites with more than 2,000 open jobs are read in full, with each job's category
- 💲 **Salary as numbers:** minimum, maximum, currency and pay period wherever the company publishes pay
- 🔓 **No login:** public career sites only, no account needed
- 💸 **Free to try:** the $5 of free usage every Apify account gets each month covers about 5,000 jobs from Greenhouse, Lever, Ashby and most other systems

### What can Career Site Jobs Scraper do?

- **Scrape Greenhouse jobs** from `job-boards.greenhouse.io/<company>` or `boards.greenhouse.io/<company>` career sites, with pay ranges and departments
- **Scrape Lever jobs** from `jobs.lever.co/<company>` (and EU sites), with team, commitment, workplace type and salary
- **Scrape Ashby jobs** from `jobs.ashbyhq.com/<company>`, with compensation, remote flag and secondary locations
- **Scrape Workday jobs** from any `<company>.wd5.myworkdayjobs.com/<site>` career site, with full descriptions, posting dates, all locations and job categories
- **Scrape SmartRecruiters, Recruitee, Workable, BambooHR, Personio and Teamtailor** career sites the same way
- **Paste a company's own careers page** (for example `www.notion.com/careers`) and the scraper finds the job board it links to; or just type a board name such as `airbnb`
- **Filter career site jobs** by title keywords, location, remote, department or team, and posting date
- **Monitor company hiring and new job openings:** schedule a run with "Posted within (days)" to get only new openings
- Export to Excel, CSV, JSON, HTML or XML, or send the data to Google Sheets, Make, Zapier and more

### What data can you extract from career sites?

| | | |
|---|---|---|
| 💼 Job title | 🏢 Company | 🧩 Career site system |
| 📍 All locations | 🏠 Remote, hybrid or on-site | 🗂️ Department and team |
| ⏱️ Employment type | 📅 Posted and updated dates | 💵 Salary from and to |
| 💱 Currency and pay period | 📝 Full description (text and HTML) | 🔗 Job and apply links |
| 🔖 Requisition ID | 🆔 Job ID | 🌐 Source career site |

### How to scrape career site jobs

1. [Create a free Apify account](https://console.apify.com/sign-up) (no credit card needed).
2. Open **Career Site Jobs Scraper**.
3. Paste the career site links of the companies you want (one per line).
4. Add filters if you like: title keywords, locations, remote only, departments, posted within N days.
5. Click **Start**, then download the jobs as Excel, CSV, JSON, HTML or XML.

### Which career sites are supported?

| System | Link to paste | Example companies |
|---|---|---|
| Greenhouse | `https://job-boards.greenhouse.io/airbnb` | Airbnb, Figma, Robinhood, Pinterest, Reddit, Dropbox, Databricks, Duolingo, GitLab, Coinbase |
| Lever | `https://jobs.lever.co/spotify` | Spotify, Palantir, Match Group |
| Ashby | `https://jobs.ashbyhq.com/ramp` | Ramp, Notion, Plaid, Linear, Supabase, Cursor |
| Workday | `https://nvidia.wd5.myworkdayjobs.com/NVIDIAExternalCareerSite` | NVIDIA, Salesforce (`salesforce.wd12.myworkdayjobs.com/External_Career_Site`), Adobe (`adobe.wd5.myworkdayjobs.com/external_experienced`) |
| SmartRecruiters | `https://careers.smartrecruiters.com/ServiceNow` | ServiceNow, Bosch (`BoschGroup`), Equinox, Western Digital, Experian |
| Recruitee | `https://bunq.recruitee.com` | bunq |
| Workable | `https://apply.workable.com/huggingface` | Hugging Face |
| BambooHR | `https://gitkraken.bamboohr.com/careers` | GitKraken, beehiiv |
| Personio | `https://personio.jobs.personio.de` | Personio, CLARK, ottonova |
| Teamtailor | `https://polestar.teamtailor.com` | Polestar, Storytel (`jobs.storytel.com`), Tibber |

Any link from the career site works: the job list, a single job, a link with your search in it, or a language version (`/en-US/`). Teamtailor sites on a company's own domain work when you paste their job list link.

### How much does it cost to scrape career site jobs?

You pay only for the jobs you get:

| Apify plan | Jobs per 1,000 | Jobs with their own details page per 1,000 |
|---|---|---|
| Free | $1.00 | $1.50 |
| Starter (Bronze) | $0.90 | $1.35 |
| Scale (Silver) | $0.80 | $1.20 |
| Business (Gold) and higher | $0.70 | $1.05 |

Jobs from Greenhouse, Lever, Ashby, Recruitee, Workable, Personio and Teamtailor always cost the first price. Jobs from Workday, SmartRecruiters and BambooHR cost the second price when **Include full job description** is on, or when a filter can only be checked on the job's own page; turn the description off for a cheaper list of titles, locations and links. Platform usage is included in these prices, so you pay nothing else.

For example, 1,000 Greenhouse jobs cost $1.00 on the Free plan and $0.70 on Business, and 1,000 Workday jobs with full descriptions cost $1.50 on the Free plan. **Max jobs per career site** keeps the cost of a run under control, and you can also set a maximum cost per run.

Every Apify account gets **$5 of free usage each month**. See the **Pricing** tab for details.

### ⬇️ Input

| Setting | What it does |
|---|---|
| **Career sites** | Career site links (any system above), company careers pages, or board names such as `airbnb` (names are looked up on Greenhouse, Lever and Ashby) |
| **Max jobs per career site** | How many jobs to save from each site (0 = all of them) |
| **Include full job description** | Adds the description as text and HTML. For Workday, SmartRecruiters and BambooHR it also adds the exact posting date, employment type and every location. On by default |
| **Job title keywords** | Only jobs whose title contains any of these words |
| **Locations** | Only jobs in any of these places (city, state, country or "Remote") |
| **Remote jobs only** | Only jobs marked remote |
| **Departments or teams** | Only jobs in any of these departments or teams |
| **Posted within (days)** | Only jobs posted in the last N days |

Every job from four companies:

```json
{
  "startUrls": [
    "https://job-boards.greenhouse.io/airbnb",
    "https://jobs.lever.co/spotify",
    "https://jobs.ashbyhq.com/ramp",
    "https://nvidia.wd5.myworkdayjobs.com/NVIDIAExternalCareerSite"
  ]
}
```

Engineering jobs in the United States posted in the last 7 days:

```json
{
  "startUrls": ["https://job-boards.greenhouse.io/figma", "https://careers.smartrecruiters.com/ServiceNow"],
  "titleKeywords": ["engineer", "developer"],
  "locations": ["United States", "Remote"],
  "postedWithinDays": 7
}
```

A quick list of titles and links without descriptions:

```json
{
  "startUrls": ["https://adobe.wd5.myworkdayjobs.com/external_experienced"],
  "includeDescription": false
}
```

### ⬆️ Output

Every job is one row with the same fields, whichever system it came from. The **Jobs** tab shows the main columns; every field is in the downloads.

```json
{
  "title": "Senior Executive IT Support Engineer, Tech Foundations",
  "company": "Airbnb",
  "ats": "Greenhouse",
  "jobId": "8214375",
  "url": "https://careers.airbnb.com/positions/8214375?gh_jid=8214375",
  "applyUrl": "https://job-boards.greenhouse.io/airbnb/jobs/8214375",
  "location": "San Francisco, CA",
  "locations": ["San Francisco, CA"],
  "remote": false,
  "workplaceType": null,
  "department": "Non-Software Engineering",
  "team": null,
  "employmentType": null,
  "postedAt": "2026-09-18T19:37:40Z",
  "updatedAt": "2026-09-30T00:00:54Z",
  "salaryMin": 132000,
  "salaryMax": 155000,
  "salaryCurrency": "USD",
  "salaryPeriod": "year",
  "salaryText": "Pay Range: 132,000-155,000 USD",
  "requisitionId": null,
  "descriptionText": "Airbnb was born in 2007 when two hosts welcomed three guests to their San Francisco home...",
  "descriptionHtml": "<div class=\"content-intro\"><p>Airbnb was born in 2007...",
  "sourceBoard": "https://job-boards.greenhouse.io/airbnb",
  "source": "https://job-boards.greenhouse.io/airbnb",
  "scrapedAt": "2026-10-01T22:22:23Z"
}
```

Fields a career site does not publish are empty (`null`): for example, Workday sites rarely publish pay, and Greenhouse does not say full-time or part-time. Dates are always ISO 8601 in UTC; `salaryPeriod` is one of hour, day, week, month or year.

A run report (in the run's storage) lists, for every career site, the system it runs on, how many jobs it lists and how many were saved, and any site that could not be found.

### How can I use career site job data?

- **Job boards and aggregators:** fill your board with fresh jobs straight from employers, with clean dates, locations and salaries
- **Recruiting and sales intelligence:** see which companies are hiring, for which teams and where; spot hiring sprees early
- **Market and salary research:** compare published pay ranges by role, company and location
- **Job search alerts:** a daily run with "Posted within (days)" finds new openings at your target companies
- **Competitor tracking:** follow how many people your competitors hire, in which departments and countries
- **AI and data pipelines:** structured job descriptions for matching, classification and search

### How many jobs can I get?

Every open job a career site lists publicly. Big Workday career sites with more than 2,000 open jobs are read in full too (for example, about 2,650 jobs from NVIDIA in one run). Each job is saved once per run, even when two of your links point to the same career site.

### Scrape more job data

| Actor | What it gets |
|---|---|
| [LinkedIn Jobs Scraper](https://apify.com/automly/linkedin-jobs-scraper) | LinkedIn job listings with salaries, company info and descriptions |
| [HiringCafe Jobs Scraper](https://apify.com/automly/hiringcafe-jobs-scraper) | Job listings with salary ranges, experience, skills and apply links |
| [LinkedIn Company Employees Scraper + Emails (No Login)](https://apify.com/automly/linkedin-company-employees-scraper) | A company's employees, filtered by job title |
| [LinkedIn People Search Scraper (No Login)](https://apify.com/automly/linkedin-people-search-scraper) | LinkedIn profiles by job title, company, location or school |
| [Website Email Scraper](https://apify.com/automly/website-email-scraper) | Email addresses from a company website and its contact and team pages |

### ❓FAQ

#### How much does it cost to scrape career sites?

Jobs cost $1.00 per 1,000 on the Free plan, or $1.50 per 1,000 for Workday, SmartRecruiters and BambooHR jobs with full descriptions, with lower prices on paid plans. See **How much does it cost to scrape career site jobs?** above.

#### How many jobs can I scrape from one career site?

Every open job the career site lists publicly, including big Workday sites with more than 2,000 open jobs (about 2,650 from NVIDIA in one run). Set **Max jobs per career site** to get fewer.

#### Which link do I paste for a company?

Open the company's careers page, click through to its job list, and copy the address. If it starts with `job-boards.greenhouse.io`, `jobs.lever.co`, `jobs.ashbyhq.com`, `myworkdayjobs.com`, `smartrecruiters.com`, `recruitee.com`, `workable.com`, `bamboohr.com`, `jobs.personio.de` or `teamtailor.com`, it works. You can also paste the company's own careers page and the scraper looks for the job board link on it.

#### What happens with a company that does not exist or has no open jobs?

A career site that does not exist is listed in the run report and the log with the reason, and the rest of the run goes on. A real career site with no open jobs simply returns no rows. SmartRecruiters company names are case-sensitive (`ServiceNow`, `BoschGroup`).

#### Can I get only new jobs?

Yes. Set **Posted within (days)** and schedule the run on Apify: each run returns the jobs posted in that window.

#### Do I need an account on these sites?

No. Career sites are public pages meant for job seekers; nothing needs a login.

#### Can I call it as an API?

Yes. Run it through the Apify API from any language, or use its real-time API, `/jobs?url=<career site link>&maxJobs=50`, which answers with the jobs directly.

#### Can I connect Career Site Jobs Scraper to other tools or AI agents?

Yes. Start runs and download results with the Apify API or the Python and JavaScript clients, send results to Make, Zapier, n8n, Google Sheets or Slack with Apify integrations and webhooks, or let AI assistants and agents run it through the Apify MCP server at [mcp.apify.com](https://mcp.apify.com).

#### Is it legal to scrape career sites?

This scraper only collects job postings that companies publish for anyone to read. It does not collect private data such as applicants' details. Job postings can still name people, such as a recruiter or hiring manager, and personal data may be protected by laws such as GDPR, so only scrape it for a legitimate reason and ask a lawyer if you are unsure. You can read more in [Is web scraping legal?](https://blog.apify.com/is-web-scraping-legal/)

Career Site Jobs Scraper is an independent tool. It is not affiliated with, endorsed by or sponsored by Greenhouse, Lever, Ashby, Workday, SmartRecruiters, Recruitee, Workable, BambooHR, Personio, Teamtailor or any company whose jobs it reads.

#### Something isn't working?

Open the **Issues** tab and tell us your input and what you expected, or which career site system you need. We read every issue and usually reply within a day.

### ⭐ Your feedback

Have an idea or found a problem? Tell us on the **Issues** tab. If Career Site Jobs Scraper saved you time, a short review on the **Reviews** tab helps other people find it.

# Actor input Schema

## `startUrls` (type: `array`):

Add companies' job board links, one per line: Greenhouse (job-boards.greenhouse.io/airbnb), Lever (jobs.lever.co/spotify), Ashby (jobs.ashbyhq.com/ramp), Workday (nvidia.wd5.myworkdayjobs.com/NVIDIAExternalCareerSite), SmartRecruiters (careers.smartrecruiters.com/ServiceNow), Recruitee (bunq.recruitee.com), Workable (apply.workable.com/huggingface), BambooHR (gitkraken.bamboohr.com/careers), Personio (personio.jobs.personio.de) or Teamtailor (polestar.teamtailor.com). The system is recognized from the link. You can also paste a company's own careers page (it is checked for a link to its job board) or just a board name such as airbnb (looked up on Greenhouse, Lever and Ashby).

## `maxJobsPerSite` (type: `integer`):

Set how many jobs to save from each career site. 0 saves every job that matches.

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

Add each job's full description as text and HTML. For Workday, SmartRecruiters and BambooHR this also adds the exact posting date, employment type and all locations; turn it off for a faster, cheaper list of titles, locations and links.

## `titleKeywords` (type: `array`):

Keep only jobs whose title contains any of these words (engineer, sales, data). A word also matches longer words that start with it: engineer matches engineering.

## `locations` (type: `array`):

Keep only jobs in any of these places, as the career site writes them (London, Germany, New York, Remote). Jobs that publish no location are left out when this is set.

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

Keep only jobs the career site marks as remote (or whose location says remote).

## `departments` (type: `array`):

Keep only jobs in any of these departments or teams (Engineering, Marketing, Sales).

## `postedWithinDays` (type: `integer`):

Keep only jobs posted in the last N days. 0 keeps all. Jobs without a published date are left out when this is set.

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

The default works for every supported career site.

## Actor input object example

```json
{
  "startUrls": [
    "https://job-boards.greenhouse.io/airbnb",
    "https://jobs.lever.co/spotify",
    "https://jobs.ashbyhq.com/ramp",
    "https://nvidia.wd5.myworkdayjobs.com/NVIDIAExternalCareerSite"
  ],
  "maxJobsPerSite": 50,
  "includeDescription": true,
  "titleKeywords": [],
  "remoteOnly": false,
  "postedWithinDays": 0,
  "proxyConfiguration": {
    "useApifyProxy": true
  }
}
```

# Actor output Schema

## `jobs` (type: `string`):

No description

## `results` (type: `string`):

No description

## `report` (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 = {
    "startUrls": [
        "https://job-boards.greenhouse.io/airbnb",
        "https://jobs.lever.co/spotify",
        "https://jobs.ashbyhq.com/ramp",
        "https://nvidia.wd5.myworkdayjobs.com/NVIDIAExternalCareerSite"
    ],
    "maxJobsPerSite": 50,
    "titleKeywords": [],
    "proxyConfiguration": {
        "useApifyProxy": true
    }
};

// Run the Actor and wait for it to finish
const run = await client.actor("automly/career-site-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 = {
    "startUrls": [
        "https://job-boards.greenhouse.io/airbnb",
        "https://jobs.lever.co/spotify",
        "https://jobs.ashbyhq.com/ramp",
        "https://nvidia.wd5.myworkdayjobs.com/NVIDIAExternalCareerSite",
    ],
    "maxJobsPerSite": 50,
    "titleKeywords": [],
    "proxyConfiguration": { "useApifyProxy": True },
}

# Run the Actor and wait for it to finish
run = client.actor("automly/career-site-jobs-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 '{
  "startUrls": [
    "https://job-boards.greenhouse.io/airbnb",
    "https://jobs.lever.co/spotify",
    "https://jobs.ashbyhq.com/ramp",
    "https://nvidia.wd5.myworkdayjobs.com/NVIDIAExternalCareerSite"
  ],
  "maxJobsPerSite": 50,
  "titleKeywords": [],
  "proxyConfiguration": {
    "useApifyProxy": true
  }
}' |
apify call automly/career-site-jobs-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,automly/career-site-jobs-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/mMfePBkYDrdKJBHvT/builds/mcya9QtGpEqXLOzzg/openapi.json