Bayt Jobs Scraper

Bayt Jobs Scraper — Middle East Job Listings from Bayt.com

Scrape Bayt.com job listings across the Middle East, UAE, Saudi Arabia, and 30+ countries. Extract job titles, companies, salaries, career levels, experience requirements, descriptions, and location data. Filter by country, city, or keyword. Export as JSON, CSV, or Excel.

Collect structured job data from Bayt.com — salaries, career levels, experience requirements, company profiles, and AI-generated summaries from international, country, city, and keyword listing pages.

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Apify Actor: parsebird/bayt-jobs-scraper — scrapes Bayt.com job listings. $0.001/result ($1.00/1000). Call via ApifyClient: client.actor("parsebird/bayt-jobs-scraper").call(run_input={"startUrl": "https://www.bayt.com/en/international/jobs/", "results_wanted": 20}). Inputs: startUrl (string, default "https://www.bayt.com/en/international/jobs/" — supports country/city/keyword URLs), results_wanted (integer, default 20), max_pages (integer, default 20). Output: dataset with jobId, url, title, company, companyProfileUrl, location, postedAtRelative, employmentType, careerLevel, experience, salary, applyUrl, listingSummary, listingPage, scrapedAt. API docs: https://docs.apify.com/api/v2 Token: https://console.apify.com/settings/integrations

What is Bayt Jobs Scraper?

Bayt Jobs Scraper is an Apify Actor that extracts job listings from Bayt.com — the leading job portal in the Middle East and North Africa region, covering UAE, Saudi Arabia, Qatar, Egypt, Kuwait, Jordan, and 30+ countries. It scrapes structured data from job listing pages including titles, companies, salaries, career levels, experience requirements, and AI-generated summaries.

Think of it as a Bayt.com API alternative — no official public API exists, but this scraper delivers the same structured job data. It's built for recruitment analytics, salary benchmarking, market research, and lead generation across MENA job markets.

What data can you extract from Bayt.com?

Field	Description
jobId	Unique Bayt.com job identifier
url	Direct link to the job posting
title	Job title (e.g., "Software Engineer", "Hotel Sales Manager")
company	Employer name
companyProfileUrl	Link to the company profile on Bayt.com
location	Job location (e.g., "Dubai, UAE", "Riyadh, Saudi Arabia")
postedAtRelative	Relative posting time (e.g., "4 hours ago", "2 days ago")
employmentType	Employment type — Remote, Hybrid, or null for on-site
careerLevel	Career level (e.g., "Mid career", "Management", "Entry level")
experience	Experience requirement (e.g., "3-7 Years of Experience")
salary	Salary range when listed (e.g., "SAR 3,846 - SAR 5,769")
applyUrl	Direct application link
listingSummary	AI-generated job summary from the listing card
listingPage	Listing page number where the job was found
scrapedAt	ISO timestamp of extraction

Additional fields: jobType, isExternalJob, hasApplied, jobIsActive, companyStatus, locationFilter, listingUrl.

How to scrape Bayt.com

1. Go to Bayt Jobs Scraper on Apify Store and click Try for free
2. Set the start URL — Use the default international page, or paste a country URL (e.g., https://www.bayt.com/en/uae/jobs/) or keyword URL (e.g., https://www.bayt.com/en/international/jobs/software-engineer-jobs/)
3. Set the result limit — Start with 20 for a quick test, increase to 100–500 for larger datasets
4. Configure proxy — Residential proxy is enabled by default for reliable scraping
5. Run the scraper — Click Start and wait for results
6. Export your data — Download as JSON, CSV, or Excel, or access via the Apify API

Input parameters

Parameter	Type	Required	Default	Description
startUrl	string	No	https://www.bayt.com/en/international/jobs/	Listing page to start from (country, city, keyword, or filtered URL)
results_wanted	integer	No	20	Maximum number of jobs to collect
max_pages	integer	No	20	Maximum listing pages to visit during the run
proxyConfiguration	object	No	Apify Proxy (residential)	Proxy settings for the run

Output example

{
  "source": "bayt.com",
  "jobId": "5460283",
  "url": "https://www.bayt.com/en/saudi-arabia/jobs/external-sales-representative-5460283/",
  "title": "External Sales Representative",
  "company": "Business Ventures Co",
  "companyProfileUrl": "https://www.bayt.com/en/company/business-ventures-co-2272143/",
  "location": "Al Arid, Riyadh, Saudi Arabia",
  "postedAtRelative": "4 hours ago",
  "employmentType": null,
  "careerLevel": "Mid career",
  "experience": null,
  "salary": "SAR 3,846 - SAR 5,769",
  "jobType": "external",
  "applyUrl": "https://www.bayt.com/en/job/apply/index/5460283/",
  "isExternalJob": true,
  "listingSummary": "A dynamic opportunity exists for an experienced External Sales Representative specializing in business sector sales...",
  "locationFilter": "international",
  "listingPage": 1,
  "listingUrl": "https://www.bayt.com/en/international/jobs/",
  "scrapedAt": "2026-06-07T02:14:00.796Z"
}

Download results in JSON, CSV, Excel, or access via the Apify API.

Use cases

• 📊 Recruitment intelligence — Build fresh hiring datasets by role, region, and career level across the Middle East
• 💰 Salary benchmarking — Compare salary ranges in UAE, Saudi Arabia, and other MENA markets
• 🎯 Sales prospecting — Discover companies posting new roles and enrich outreach lists with job context and company profile links
• 📈 Labor market research — Analyze skills demand, employment types, and role distribution for quarterly reports
• 🏢 HR benchmarking — Compare job requirements and positioning across competitors in MENA
• 🤖 Training data collection — Build datasets of Middle East job listings for NLP, resume matching, or recommendation systems
• 📅 Job market monitoring — Schedule regular runs with Apify Schedules to track hiring trends
• 🔌 Pipeline integration — Feed job data into Google Sheets, Slack, Zapier, Make, or custom systems via Apify Integrations

Tips for best results

Start with focused URLs

• Use country or city listing URLs for targeted datasets
• Use keyword listing URLs for role-specific research

Control runtime

• Keep results_wanted around 20–100 for quick validation runs
• Increase max_pages only when you need deeper coverage

Improve stability

• Keep residential proxy enabled for reliable scraping (default setting)

How to use via API — Python

from apify_client import ApifyClient

client = ApifyClient("YOUR_API_TOKEN")

run = client.actor("parsebird/bayt-jobs-scraper").call(run_input={
    "startUrl": "https://www.bayt.com/en/uae/jobs/",
    "results_wanted": 100,
    "max_pages": 10,
})

for job in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(f"{job['title']} at {job['company']} — {job['location']} — {job.get('salary', 'N/A')}")

How to use via API — JavaScript

import { ApifyClient } from 'apify-client';

const client = new ApifyClient({ token: 'YOUR_API_TOKEN' });

const run = await client.actor('parsebird/bayt-jobs-scraper').call({
    startUrl: 'https://www.bayt.com/en/uae/jobs/',
    results_wanted: 100,
    max_pages: 10,
});

const { items } = await client.dataset(run.defaultDatasetId).listItems();
items.forEach(job => {
    console.log(`${job.title} at ${job.company} — ${job.location} — ${job.salary || 'N/A'}`);
});

How much does it cost to scrape Bayt.com?

Bayt Jobs Scraper uses pay-per-event pricing — you pay a fixed price per result. Platform usage (compute, proxy) is not charged separately.

How much does it cost to scrape 1,000 Bayt.com jobs?

$1.00. Each job listing costs $0.001. New users get a free trial with $5 of platform credit — enough for approximately 5,000 job listings.

How much does it cost to scrape 100 Bayt.com jobs?

$0.10. A quick export covering one country or keyword search.

Pricing

Event	Price per event	Price per 1,000
Result	$0.001	$1.00

Each job listing pushed to the dataset counts as one result.

Typical costs:

• 20 jobs (quick test): ~$0.02
• 100 jobs (one country): ~$0.10
• 500 jobs (multi-page run): ~$0.50
• 1,000 jobs (large dataset): ~$1.00

Is it legal to scrape Bayt.com?

This Actor extracts publicly available data from Bayt.com — the same job listing data any browser user can see on the search results pages. No login or authentication is used. The scraper accesses only publicly visible job postings.

Web scraping of publicly available data is generally legal in the United States and the European Union, as established by the hiQ Labs v. LinkedIn ruling. For more information, see Apify's guide on the legality of web scraping.

Users are responsible for ensuring their use of extracted data complies with applicable laws and Bayt.com's Terms of Service in their jurisdiction.

Related Actors

Looking for more job scraping and data extraction tools? Check out these ParseBird actors:

• RozeePk Jobs Scraper — Scrape job listings from Rozee.pk, Pakistan's largest job portal
• Hiring.cafe Scraper — Scrape job listings from Hiring.cafe with 20+ filters
• Yandex Maps Scraper — Extract business data and reviews from Yandex Maps
• Unsplash Image Scraper — Download high-resolution images from Unsplash

Browse all ParseBird actors on Apify Store.

FAQ

What URL formats does the scraper support? Any Bayt.com listing page — international jobs, country-specific pages (e.g., /en/uae/jobs/), city pages, and keyword-filtered URLs (e.g., /en/international/jobs/software-engineer-jobs/).

Can I scrape specific countries or cities? Yes. Set startUrl to the relevant country or city jobs page. For example, use https://www.bayt.com/en/uae/jobs/ for UAE jobs or https://www.bayt.com/en/saudi-arabia/jobs/ for Saudi Arabia.

Can I collect only specific roles? Yes. Use keyword-specific listing URLs in startUrl. For example, https://www.bayt.com/en/international/jobs/software-engineer-jobs/ filters for software engineer roles.

Why are some fields empty? Some jobs do not expose all metadata on the listing page. Empty values mean the source listing did not provide that field. Salary, experience, and employment type availability varies by employer.

How do I speed up test runs? Use results_wanted: 20, keep max_pages low, and start with a focused listing URL.

Can I schedule recurring runs? Yes. Use Apify Schedules to run daily, weekly, or at any interval. Monitor new job postings by comparing datasets between runs.

Can I access the data via API? Yes. Use the Apify API or the official Python and JavaScript client libraries to run the scraper and retrieve results programmatically.

What export formats are supported? JSON, CSV, Excel (XLSX), XML, HTML, and RSS. Download directly from the Apify Console or via the API.

Is there a free trial? Yes. New Apify users get $5 of free platform credit, which covers approximately 5,000 Bayt.com job listings.

I found an issue or have a feature request. Open an issue on the Issues tab or contact ParseBird via the Apify Console.