Bayt.com Scraper - Jobs from the Middle East

What does Bayt.com Scraper do?

Bayt.com Scraper extracts structured job data from bayt.com — including salary data, contact details, company metadata, full descriptions, and remote-work indicators. It supports keyword search, location filters, and controllable result limits, so you can run the same query consistently over time. The actor also offers detail enrichment (full descriptions and company metadata) where the source provides them.

Key features

• Incremental mode — recurring runs emit and charge only for listings that are new or whose tracked content changed. First run builds the baseline state; subsequent runs emit only new or changed records.
• Detail enrichment — full descriptions and company metadata where the source provides them.
• Compact mode — AI-agent and MCP-friendly payloads with core fields only.

What data can you extract from bayt.com?

Each result includes Core listing fields (jobId, title, location, city, country, salaryText, salaryCurrency, and salaryMin, and more), detail fields when enrichment is enabled (description), contact and apply information (directApply), and company metadata (company and companyUrl). In standard mode, all fields are always present — unavailable data points are returned as null, never omitted. In compact mode, only core fields are returned.

Enable detail enrichment in the input to get richer fields such as full descriptions and company metadata where the source provides them.

Input

The main inputs are a search keyword, an optional location filter, and a result limit. Additional filters and options are available in the input schema.

Key parameters:

• query — Job search keywords (e.g. 'software engineer', 'marketing').
• country — Which country to search in. (default: "INTERNATIONAL")
• location — City or region (e.g. 'Dubai', 'Riyadh').
• employmentType — Filter by employment type.
• careerLevel — Filter by career level.
• datePosted — Filter by posting recency.
• maxResults — Maximum total results to return (0 = unlimited). (default: 50)
• includeDetails — Fetch full job detail pages (description, skills, salary breakdown, preferred candidate). (default: true)
• descriptionMaxLength — Truncate description to N characters. 0 = no truncation. (default: 0)
• compact — Core fields only (for AI-agent and MCP workflows). (default: false)
• incrementalMode — Only output new or changed jobs compared to previous run. (default: false)
• stateKey — Stable identifier for the tracked search universe.

Input examples

Basic search — Keyword-driven search with a result cap.

→ Full payload per result — all standard fields populated where the source provides them.

{
  "query": "software engineer",
  "maxResults": 50
}

Filtered search — Narrow results with advanced filters — only matching jobs are returned.

→ Same field set as basic search; fewer, more relevant rows.

{
  "query": "software engineer",
  "employmentType": "full-time",
  "careerLevel": "student",
  "datePosted": "past-24h",
  "maxResults": 100
}

Incremental tracking — Only emit jobs that changed since the previous run with this stateKey.

→ First run builds the baseline state. Subsequent runs emit only records that are new or whose tracked content changed. Set emitUnchanged: true to include unchanged records as well.

{
  "query": "software engineer",
  "maxResults": 200,
  "incrementalMode": true,
  "stateKey": "software-engineer-tracker"
}

Compact filtered output — Combine filters with compact mode for a lightweight AI-agent or MCP data source.

→ Core fields only — ideal for piping into LLMs or downstream tools without token overhead.

{
  "query": "software engineer",
  "employmentType": "full-time",
  "careerLevel": "student",
  "maxResults": 50,
  "compact": true
}

Output

Each run produces a dataset of structured job records. Results can be downloaded as JSON, CSV, or Excel from the Dataset tab in Apify Console.

Example job record

{
  "jobId": "bc6c5b5dc3adc830cf326f7cf8ab2799ba070c499227c12d90757463ea84989f",
  "title": "Private Executive Assistant (Arabic–English Bilingual)",
  "company": "FYM Catering LLC",
  "companyUrl": "https://www.bayt.com/en/company/fym-catering-llc-2295393/",
  "companyLogoUrl": null,
  "location": "Dubai, UAE",
  "city": "Dubai",
  "country": "AE",
  "salaryText": "AED 7,407 - AED 11,111",
  "salaryCurrency": "USD",
  "salaryMin": 2000,
  "salaryMax": 3000,
  "salaryPeriod": "MONTH",
  "employmentType": "Full time",
  "careerLevel": "Entry level",
  "yearsOfExperience": null,
  "industry": null,
  "companySize": "1-9 Employees",
  "description": "OverviewWe are seeking a highly professional Executive Assistant to support a Dubai-based principal managing multiple companies. This role operates as a trusted right hand, handling both business and...",
  "skills": "RequirementsFluency in Arabic and English (spoken and written)Proven experience supporting senior executives or high-net-worth individualsStrong judgment and ability to work independentlyExcellent org...",
  "nationality": "All Arab Countries",
  "gender": null,
  "directApply": true,
  "totalOpenings": 1,
  "isRemote": false,
  "isExternal": true,
  "url": "https://www.bayt.com/en/uae/jobs/private-executive-assistant-arabic-english-bilingual-5445592/",
  "applyUrl": "https://www.bayt.com/en/job/apply/index/5445592/",
  "postedDate": "2026-03-28",
  "validThrough": "2026-04-27T00:00:00Z",
  "portalUrl": "https://www.bayt.com",
  "scrapedAt": "2026-03-28T21:37:22.330Z",
  "source": "bayt.com"
}

Incremental fields

When incremental: true, each record also carries:

• changeType — one of NEW, UPDATED, UNCHANGED, REAPPEARED, EXPIRED.
• firstSeenAt, lastSeenAt — ISO-8601 timestamps tracking the listing across runs.

How to scrape bayt.com

1. Go to Bayt.com Scraper in Apify Console.
2. Enter a search keyword and optional location filter.
3. Set maxResults to control how many results you need.
4. Enable includeDetails if you need full descriptions, contact info, or company data.
5. Click Start and wait for the run to finish.
6. Export the dataset as JSON, CSV, or Excel.

Use cases

• Extract job data from bayt.com for market research and competitive analysis.
• Track salary trends across regions and categories over time.
• Monitor new and changed listings on scheduled runs without processing the full dataset every time.
• Build outreach lists using contact details and apply URLs from listings.
• Research company hiring patterns, employer profiles, and industry distribution.
• Feed structured data into AI agents, MCP tools, and automated pipelines using compact mode.
• Export clean, structured data to dashboards, spreadsheets, or data warehouses.

How much does it cost to scrape bayt.com?

Bayt.com Scraper uses pay-per-event pricing. You pay a small fee when the run starts and then for each result that is actually produced.

• Run start: $0.01 per run
• Per result: $0.001 per job record

Example costs:

• 10 results: $0.02
• 100 results: $0.11
• 500 results: $0.51

Example: recurring monitoring savings

These examples compare full re-scrapes with incremental runs at different churn rates. Churn is the share of listings that are new or whose tracked content changed since the previous run. Actual churn depends on your query breadth, source activity, and polling frequency — the scenarios below are examples, not predictions.

Example setup: 200 results per run, daily polling (30 runs/month). Event-pricing examples scale linearly with result count.

Churn rate	Full re-scrape run cost	Incremental run cost	Savings vs full re-scrape	Monthly cost after baseline
5% — stable niche query	$0.21	$0.02	$0.19 (90%)	$0.60
15% — moderate broad query	$0.21	$0.04	$0.17 (81%)	$1.20
30% — high-volume aggregator	$0.21	$0.07	$0.14 (67%)	$2.10

Full re-scrape monthly cost at daily polling: $6.30. First month with incremental costs $0.79 / $1.37 / $2.24 for the 5% / 15% / 30% scenarios because the first run builds baseline state at full cost before incremental savings apply.

FAQ

How many results can I get from bayt.com?

The number of results depends on the search query and available listings on bayt.com. Use the maxResults parameter to control how many results are returned per run.

Does Bayt.com Scraper support recurring monitoring?

Yes. Enable incremental mode to only receive new or changed listings on subsequent runs. This is ideal for scheduled monitoring where you want to track changes over time without re-processing the full dataset.

Can I integrate Bayt.com Scraper with other apps?

Yes. Bayt.com Scraper works with Apify's integrations to connect with tools like Zapier, Make, Google Sheets, Slack, and more. You can also use webhooks to trigger actions when a run completes.

Can I use Bayt.com Scraper with the Apify API?

Yes. You can start runs, manage inputs, and retrieve results programmatically through the Apify API. Client libraries are available for JavaScript, Python, and other languages.

Can I use Bayt.com Scraper through an MCP Server?

Yes. Apify provides an MCP Server that lets AI assistants and agents call this actor directly. Use compact mode and descriptionMaxLength to keep payloads manageable for LLM context windows.

Is it legal to scrape bayt.com?

This actor extracts publicly available data from bayt.com. Web scraping of public information is generally considered legal, but you should always review the target site's terms of service and ensure your use case complies with applicable laws and regulations, including GDPR where relevant.

Your feedback

If you have questions, need a feature, or found a bug, please open an issue on the actor's page in Apify Console. Your feedback helps us improve.

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Getting started with Apify

New to Apify? Create a free account with $5 credit — no credit card required.

1. Sign up — $5 platform credit included
2. Open this actor and configure your input
3. Click Start — export results as JSON, CSV, or Excel

Need more later? See Apify pricing.