Bayt Jobs Scraper — MENA Salaries, Emails & 49 Filters

Overview

The Bayt.com Scraper is a highly effective tool designed to extract comprehensive job listings from Bayt.com, the leading job portal in the Middle East. This scraper delivers rich, structured data encompassing every critical aspect of job postings to support informed career decisions and recruitment analysis.

With this scraper, users gain access to detailed job information including job titles, company names, posting dates, and application deadlines. The tool captures comprehensive location data with full details about job locations across the Middle East region.

Job specifications are thoroughly extracted, including job descriptions, requirements, qualifications, experience levels, and salary information when available. Employment type (full-time, part-time, contract) and industry classifications provide additional context.

The scraper excels at capturing company information, including company names, profiles, and links to company pages for deeper research into potential employers.

Application details receive special attention with dedicated fields for application URLs, enabling users to track and apply to opportunities efficiently.

Additional metadata and classification includes job categories, industries, and career levels for comprehensive job market analysis.

Whether you're a recruiter analyzing job market trends, an HR professional compiling candidate databases, or a job seeker researching opportunities, this scraper provides the complete, structured dataset needed for professional-grade employment analysis and career planning.

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Features

• Customizable Input Parameters:

  • Start scraping from specific search URLs or job detail pages.
  • Limit the number of listings to scrape per session.

• Efficient Data Extraction:

  • Handles pagination to ensure all listings are captured.
  • Automatically retries failed requests for seamless scraping.

• Proxy Integration:

  • Supports proxies to ensure anonymity and reliability.

• Detailed Data Output:

  • Extracts job details such as job title, company name, location, description, requirements, and more.

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How to Use

1. Set Up: Ensure you have an Apify account and access to the Apify platform.
2. Provide Input Data: Input specific scraping parameters, such as start URLs and maximum items to scrape.
3. Adjust Scraper Settings: Configure settings like maxConcurrency, minConcurrency, and maxRequestRetries to optimize performance.
4. Run the Scraper: Execute the scraper on the Apify platform.
5. Download Results: Export the scraped data in your preferred format (JSON, CSV, Excel).

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Input Configuration

To use the scraper, configure the input parameters as follows:

{
    "startUrls": [
        {
            "url": "https://www.bayt.com/en/uae/jobs/software-engineer-jobs/"
        },
        {
            "url": "https://www.bayt.com/en/uae/jobs/recruitment-researcher-internship-5390096/"
        }
    ],
    "maxItems": 100,
    "maxConcurrency": 10,
    "minConcurrency": 1,
    "maxRequestRetries": 3,
    "proxy": {
        "useApifyProxy": true
    }
}

Input Fields Explanation

• Start URLs (startUrls): The URLs from which the scraper will begin extracting data. The scraper accepts both:
  • Search/Listing URLs: URLs showing multiple job listings (e.g., https://www.bayt.com/en/uae/jobs/software-engineer-jobs/)
  • Individual Job URLs: Direct links to specific job postings (e.g., https://www.bayt.com/en/uae/jobs/recruitment-researcher-internship-5390096/)
• Max Items (maxItems): Maximum number of listings to scrape per run. Default is 100.
• Max Concurrency (maxConcurrency): Maximum number of pages processed simultaneously. Default is 10.
• Min Concurrency (minConcurrency): Minimum number of pages processed simultaneously. Default is 1.
• Max Request Retries (maxRequestRetries): Number of retries for failed requests. Default is 3.
• Proxy Configuration (proxy): Settings for reliable and anonymous scraping. Default uses Apify's Proxy.

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Output Structure

The scraper produces a structured JSON output containing detailed information for each job listing.

{
    "id": "2383218",
    "title": "Full Stack Developer",
    "companyName": "WORLDORF Ventures LLC.",
    "companyUrl": "https://www.bayt.com/en/company/worldorf-ventures-llc-2302096/",
    "locationCity": "Dubai",
    "locationCountry": "AE",
    "postedDateText": "2026-05-21",
    "applyUrl": "https://www.bayt.com/en/job/apply/index/5456949/",
    "applyButtonText": null,
    "descriptionText": "We are a startup building a prediction market platform...",
    "skills": [
        "Strong full stack experience with a track record of shipping production apps.",
        "Native mobile development experience with Swift for iOS and Kotlin for Android."
    ],
    "careerLevel": "Mid career",
    "yearsOfExperience": null,
    "employmentType": "Full Time",
    "jobRole": null,
    "monthlySalaryRange": "USD 2000.00 - 3000.00 per month",
    "numberOfVacancies": "1",
    "companyIndustry": null,
    "companyType": null,
    "workStyle": null,
    "residenceLocation": null,
    "gender": null,
    "nationality": null,
    "degree": null,
    "age": null,
    "salary": {
        "raw": "USD 2000.00 - 3000.00 per month",
        "currency": "USD",
        "min": 2000,
        "max": 3000,
        "period": "month",
        "usdMin": 2000,
        "usdMax": 3000,
        "isEstimate": false
    },
    "contacts": {
        "emails": [],
        "phones": [],
        "links": [],
        "socialProfiles": []
    },
    "companyLogo": "https://secure.b8cdn.com/58x58/images/logo/96/2302096_logo_264x120_1779113782_n.png",
    "datePosted": "2026-05-21",
    "expiryDate": "2026-06-20T00:00:00Z",
    "KVImages": [
        "https://api.apify.com/v2/key-value-stores/.../records/2383218-0.png"
    ]
}

Field Descriptions

Job Information

• id: Unique identifier for the job listing on Bayt.com.
• title: The job title (e.g., "Full Stack Developer").
• descriptionText: Full job description text.
• skills: Array of required skills, qualifications, and requirements.
• careerLevel: Seniority level of the role (e.g., "Mid career", "Entry level").
• yearsOfExperience: Required years of experience (null if not specified).
• employmentType: Type of employment (e.g., "Full Time", "Part Time", "Contract").
• jobRole: The job function/role classification (null if not specified).
• numberOfVacancies: Number of open positions for this listing.
• workStyle: Work arrangement (e.g., on-site, remote, hybrid; null if not specified).
• postedDateText: Posting date as shown on the listing.
• datePosted: Normalized posting date (format: YYYY-MM-DD).
• expiryDate: Date the listing expires (ISO 8601 timestamp).

Company Information

• companyName: Name of the hiring company.
• companyUrl: URL to the company's profile page on Bayt.com.
• companyLogo: URL to the company logo image.
• companyIndustry: Industry classification of the company (null if not specified).
• companyType: Type/category of the company (null if not specified).

Location Information

• locationCity: City where the job is located (e.g., "Dubai").
• locationCountry: Two-letter country code (e.g., "AE" for United Arab Emirates).
• residenceLocation: Required residence location of the candidate (null if not specified).

Salary Information

• monthlySalaryRange: Raw salary range text as shown on the listing.
• salary: Object with parsed salary details.
  • raw: Original salary string.
  • currency: Salary currency code (e.g., "USD").
  • min: Minimum salary value.
  • max: Maximum salary value.
  • period: Pay period (e.g., "month").
  • usdMin: Minimum salary converted to USD.
  • usdMax: Maximum salary converted to USD.
  • isEstimate: Boolean indicating whether the salary is an estimate.

Candidate Requirements

• degree: Required education/degree level (null if not specified).
• gender: Preferred candidate gender, if stated (null if not specified).
• age: Preferred candidate age range, if stated (null if not specified).
• nationality: Preferred candidate nationality, if stated (null if not specified).

Application & Contacts

• applyUrl: Direct URL to apply to the job.
• applyButtonText: Label of the apply button, if present (null otherwise).
• contacts: Object with any contact details extracted from the listing.
  • emails: Array of email addresses.
  • phones: Array of phone numbers.
  • links: Array of external links.
  • socialProfiles: Array of social media profiles.

Media

• KVImages: Array of URLs to job/company images stored in the key-value store.

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Benefits of the Bayt.com Scraper

• Automates job data collection, saving hours of manual work.
• Provides detailed, accurate, and structured data for analysis.
• Customizable input options for targeted scraping.
• Reliable performance with proxy integration for anonymity.

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Why Choose the Bayt.com Scraper?

The Bayt.com Scraper is an indispensable tool for HR professionals, recruiters, and market researchers. It streamlines job market research by delivering high-quality, actionable data directly from Bayt.com, enabling better decision-making and saving time.

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Explore More Scrapers

If you found the Bayt.com Scraper useful, check out other powerful scrapers and actors at memo23's Apify profile. We offer a wide range of tools to enhance your web scraping and automation needs.

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Support

• For issues or feature requests, please use the Issues section of this actor.
• For further assistance, contact the author:
  • Author's website: https://muhamed-didovic.github.io/
  • Email: muhamed.didovic@gmail.com

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Additional Services

• Request customization or a full dataset: muhamed.didovic@gmail.com
• Need other platforms scraped? Contact muhamed.didovic@gmail.com
• For API services of this scraper, reach out to muhamed.didovic@gmail.com

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🤖 For AI Agents & LLM Apps

Compact reference for AI agents calling this actor via the Apify MCP server or the Apify API (actor: memo23/bayt-scraper).

Purpose: Extract job listings from Bayt.com (Middle East / MENA job portal) as structured rows, either from listing/detail URLs or by building a search from filters.

Minimal input:

{
    "startUrls": [{ "url": "https://www.bayt.com/en/uae/jobs/software-engineer-jobs/" }],
    "maxItems": 25
}

Or omit startUrls and set searchJobKeyword plus searchCountryRegion (e.g. "uae") to have the actor build the listing URL.

Output: one row per job — id, title, companyName, companyUrl, locationCity, locationCountry, postedDateText, applyUrl, applyButtonText, descriptionText, skills, careerLevel, yearsOfExperience, employmentType, jobRole, monthlySalaryRange, numberOfVacancies, companyIndustry, companyType, workStyle, nationality, degree, salary, contacts, companyLogo, datePosted, expiryDate, KVImages.

Behaviors an agent should know:

• Always set maxItems (default 100); enable moreResults to page past the ~500-item listing cap.
• If any startUrls entry has a URL, the Search-by-filters fields are ignored for the entry URL. With no URL, set searchCountryRegion (or searchJobKeyword / searchLocation) so a region can be chosen.
• Set includeListingDetails: true to fetch each job's detail page for the full description and extra fields.
• Incremental: onlyNewOrChanged (needs a storeName) dedups across runs and adds a changeType field; emitUnchanged / emitExpired / skipReposts tune what is emitted.
• enrichEmails adds employer contactEmail / contactWebsite (billed per email found, only on a hit); qualifyByPayment adds payment-stack flags at no extra charge.
• Billing: Pay-per-event billing — see the Pricing tab on the actor page.

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⚠️ Disclaimer

This Actor is an independent tool and is not affiliated with, endorsed by, or sponsored by Bayt.com, Inc. or any of its subsidiaries. All trademarks mentioned are the property of their respective owners.

The scraper accesses only publicly available job-listing pages — no authenticated endpoints, paid features, or content behind the Bayt.com login wall. Users are responsible for ensuring their use complies with Bayt.com's Terms of Service, applicable data-protection law (GDPR, CCPA, etc.), and any contractual obligations of their own organization.

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