# Bayt Scraper (`automly/bayt-scraper`) Actor

Scrape Bayt.com jobs in the UAE, Saudi Arabia, Qatar, Kuwait, Egypt and the rest of the Middle East by keyword, country, city, date and career level, or from any Bayt link: title, company, salary, skills, experience, industry, closing date and full description.

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

## Pricing

from $0.59 / 1,000 job with details

This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events.
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

## Bayt Scraper

### What is Bayt Scraper?

**Bayt Scraper** is a Bayt jobs scraper that lets you **scrape job listings from Bayt.com**, the largest job site in the Middle East: job title, company, location, salary (as posted and as numbers), employment type, career level, years of experience, skills, company size and industry, preferred candidate (nationality, gender, degree), posting and closing dates and the **full job description**. Type a keyword, pick a country or a city, or paste any Bayt link, click **Start**, and download the jobs as Excel, CSV or JSON.

- 🌍 **Every Bayt market:** UAE, Saudi Arabia, Qatar, Kuwait, Bahrain, Oman, Egypt, Jordan, Lebanon, Iraq, Morocco, Algeria, Tunisia, Libya, Pakistan, India, or all of them at once
- 🔎 **The site's own filters:** keyword, city, date posted, career level, employment type, company type, remote jobs and sort order
- 📈 **Past the site's limit:** Bayt shows at most 10,000 jobs per search; bigger searches are also read city by city to reach further
- 💰 **Salary data:** the salary as posted plus minimum, maximum and currency as numbers
- 🔒 **No contact details:** emails and phone numbers are removed from the text
- 🔓 **No login:** no Bayt account needed

### What can Bayt Scraper do?

- **Scrape Bayt job search results** for any keyword, like `accountant`, `python developer`, `sales manager` or `nurse`
- **Search a country or a city**, like the whole UAE, `Dubai`, `Riyadh`, `Doha` or `Cairo`
- **Filter by date posted** (last 24 hours, 7 days, 30 days), **career level** (student, fresh graduate, entry level, mid career, management), **employment type** (full time, part time, contractor, freelance, temporary, internship), **company type** (private employer, recruitment agency, public sector, non-profit) and **remote jobs**
- **Sort by relevance or newest first** to watch for new jobs
- **Paste search or job links** from Bayt; a search link keeps the filters you set on the site
- **Get the full job ad** for every job, or a faster, cheaper list with the main fields
- 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 Bayt?

| | | |
|---|---|---|
| 💼 Job title, job ID and link | 🏢 Company, company page and logo | 📍 Location, city, country |
| 🕒 Employment type | 🎓 Career level | 📆 Years of experience |
| 💰 Salary text, min, max, currency | 🛠️ Skills | 🏭 Company industry and size |
| 🧑‍💼 Preferred nationality, gender, degree | 📅 Posted date and closing date | ⚡ Easy apply flag |
| 📝 Full description | 🧾 Search summary | 🔗 The search each job came from |

### How to scrape Bayt jobs

1. [Create a free Apify account](https://console.apify.com/sign-up).
2. Open **Bayt Scraper**.
3. Enter search keywords and pick a country (and a city if you want), or paste Bayt links, one per line.
4. Pick the filters you want and the most jobs to save.
5. Click **Start**, then download the jobs as Excel, CSV, JSON or HTML.

### How much does it cost to scrape Bayt?

You pay only for the jobs you get. A job from the search results is a **job**; a job saved with **Include full job details** turned on (the default), or from a single job link, is a **job with full details**. Every row of a run is the same kind, so the jobs you are charged for are the rows you get. See the **Pricing** tab for the price on your plan.

Every Apify account gets **$5 of free usage each month**, enough to try the scraper on real searches.

### ⬇️ Input

| Field | What it does |
|---|---|
| Search keywords | Job titles, skills or companies, one per line; each is its own search |
| Country | One Bayt market, or all countries |
| City | A city in that country, e.g. Dubai, Riyadh, Doha |
| Bayt links | Search pages or job pages from bayt.com |
| Max jobs | Most jobs the whole run saves; several keywords share it evenly |
| Include full job details | Full description, skills, salary, company and candidate details |
| Date posted, career level, employment type, company type, remote jobs only, sort by | The site's filters |

```json
{
    "keywords": ["accountant"],
    "country": "uae",
    "city": "Dubai",
    "datePosted": "7",
    "careerLevels": ["mid"],
    "maxResults": 100,
    "includeDetails": true
}
```

### ⬆️ Output

```json
{
    "jobId": "5494773",
    "site": "bayt.com",
    "url": "https://www.bayt.com/en/uae/jobs/female-registered-nurse-5494773/",
    "title": "Female Registered Nurse",
    "companyName": "Better Life DRX Physiotherapy center L.L.C",
    "companyUrl": "https://www.bayt.com/en/company/better-life-drx-physiotherapy-center-l-l-c-2322729/",
    "location": "Dubai, UAE",
    "city": "Dubai",
    "country": "UAE",
    "employmentType": "Full time",
    "careerLevel": "Entry level",
    "salaryText": "AED 3,673 - AED 5,509",
    "salaryMin": 3673,
    "salaryMax": 5509,
    "salaryCurrency": "AED",
    "salaryPeriod": "month",
    "postedAt": "2026-10-14T00:00:00Z",
    "validThrough": "2026-11-13T00:00:00Z",
    "skills": ["Patient care and nursing skills", "Good communication skills", "Knowledge of infection control and patient safety"],
    "gender": "Female",
    "companySize": "1-9 Employees",
    "vacancies": 1,
    "easyApply": true,
    "descriptionText": "Key Responsibilities:\n- Provide nursing care and support to patients.\n- Assist doctors and medical staff during procedures and treatments. ...",
    "source": "nurse in United Arab Emirates",
    "scrapedAt": "2026-10-15T09:17:38Z"
}
```

Every row has the same fields in the same order; a field the ad does not fill is `null`. Dates are ISO 8601 in UTC. A run report (Storage → Key-value store → `report-summary`) lists, for every search, how many jobs Bayt lists, how many were saved and whether part of a very large search stayed out of reach.

### Use cases

- **Job market research** across the Gulf and North Africa: which roles, skills and salaries are in demand, city by city
- **Recruitment and staffing:** daily lists of new jobs in your sector with company and requirements
- **Salary benchmarks** from the jobs that publish a salary
- **Job boards and newsletters:** fresh Middle East jobs with full descriptions
- **Lead generation for HR services:** which companies are hiring, how much and where

### Tips

- **Newest first + last 24 hours** on a schedule gives you only the new jobs every day.
- **Big searches:** a search with more than 10,000 jobs (for example every job in the UAE) is also read city by city; the run report says if part of it could not be reached. Add a keyword or a filter to get everything.
- **List only:** turn off **Include full job details** for a faster, cheaper run with title, company, location, salary when shown, career level, posted date and a summary.
- **Expired jobs:** a job link whose job was removed is reported as not found, and the run still succeeds.

### Use with AI agents (MCP)

AI agents can run Bayt Scraper through the Apify MCP server. Ask for example "Find 50 accountant jobs in Dubai posted this week on Bayt" and the agent starts the run with `{"keywords": ["accountant"], "country": "uae", "city": "Dubai", "datePosted": "7", "maxResults": 50}`.

### FAQ

**How much does Bayt Scraper cost?**
You pay per job saved; the **Pricing** tab shows the price on your plan. Free accounts get $5 of usage every month.

**Do I need a Bayt account?**
No. The scraper reads only jobs that anyone can see without logging in.

**How many jobs can I get?**
As many as Bayt lists for your search. Bayt itself shows at most 10,000 jobs per search; larger searches are read in parts to go further.

**Can I scrape Bayt jobs in Arabic?**
The scraper collects the English version of each job page; Arabic links work too.

**Is it legal to scrape Bayt?**
The scraper collects only public job ads and removes emails and phone numbers from the text. Check the rules that apply to how you use the data (for example data protection laws) with your legal advisor. Bayt Scraper is not affiliated with or endorsed by Bayt.com.

**Can I use it with the Apify API, Make, Zapier or n8n?**
Yes. Start runs and fetch results through the Apify API or any of the Apify integrations, and schedule runs to collect new jobs every day.

**Something does not work. What should I do?**
Open an issue on the **Issues** tab with your input, and we will look at it quickly.

### Related scrapers

| Scraper | What it gets |
|---|---|
| GulfTalent Scraper | Jobs from GulfTalent in the UAE, Saudi Arabia and the Gulf |
| NaukriGulf Scraper | Jobs from NaukriGulf in Dubai, the UAE and the Gulf |
| Naukri Jobs Scraper | Jobs from Naukri.com in India |

### Your feedback

If the scraper saves you time, a short review on the Store page helps others find it. Missing a field? Tell us on the **Issues** tab.

# Actor input Schema

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

Job titles, skills or companies to search for, one per line, e.g. "accountant", "python developer" or "sales manager". Each keyword is its own search.

## `country` (type: `string`):

Country to search, e.g. United Arab Emirates. All countries searches every market Bayt covers.

## `city` (type: `string`):

City within the country, e.g. Dubai, Riyadh, Doha or Cairo. Leave empty for the whole country.

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

Bayt search result pages or job pages, e.g. https://www.bayt.com/en/uae/jobs/python-jobs-in-dubai/ or https://www.bayt.com/en/uae/jobs/female-registered-nurse-5494773/. A search link keeps the filters set on the site. Job links always come with full details.

## `maxResults` (type: `integer`):

Most jobs the whole run saves, e.g. 100. The run stops exactly there; several keywords share it evenly.

## `includeDetails` (type: `boolean`):

Adds the full description, skills, salary, employment type, company size and industry, preferred candidate and closing date to every job. Turn off for a faster, cheaper list with the main fields.

## `datePosted` (type: `string`):

Only jobs posted in this period, e.g. last 7 days.

## `careerLevels` (type: `array`):

Only jobs for these career levels, e.g. mid career. Leave empty for all.

## `employmentTypes` (type: `array`):

Only these employment types, e.g. full time. Leave empty for all.

## `companyTypes` (type: `array`):

Only jobs posted by these kinds of employers, e.g. employer (private sector).

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

Only jobs that can be done remotely.

## `sortBy` (type: `string`):

Order jobs are collected in, e.g. newest first.

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

The default works for most runs. If results come back empty, try a different proxy option.

## Actor input object example

```json
{
  "keywords": [
    "accountant"
  ],
  "country": "uae",
  "maxResults": 50,
  "includeDetails": true,
  "datePosted": "any",
  "remoteOnly": false,
  "sortBy": "relevance",
  "proxyConfiguration": {
    "useApifyProxy": true
  }
}
```

# Actor output Schema

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

No description

## `details` (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 = {
    "keywords": [
        "accountant"
    ],
    "country": "uae",
    "maxResults": 50,
    "proxyConfiguration": {
        "useApifyProxy": true
    }
};

// Run the Actor and wait for it to finish
const run = await client.actor("automly/bayt-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 = {
    "keywords": ["accountant"],
    "country": "uae",
    "maxResults": 50,
    "proxyConfiguration": { "useApifyProxy": True },
}

# Run the Actor and wait for it to finish
run = client.actor("automly/bayt-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 '{
  "keywords": [
    "accountant"
  ],
  "country": "uae",
  "maxResults": 50,
  "proxyConfiguration": {
    "useApifyProxy": true
  }
}' |
apify call automly/bayt-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,automly/bayt-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/qCsoJnHb7R1clz9vb/builds/ouCihqc1rGSdWkuXh/openapi.json