JobsDB.com Scraper

Extract job listings from jobsdb.com at scale, in a clean, consistent structure ready for analysis, job boards, recruiting tools and market research. No API key required.

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Why this scraper?

🎯 Built for Southeast Asia

A dedicated regional scraper, not a global tool with a country dropdown. Search, locations and currency (HKD) are tuned for jobsdb.com.

📄 Complete job data

Full job title and description, direct listing URL and publish date for every record.

💶 Salary data

Salary information parsed from the listing where the employer publishes it, in HKD. Missing salaries are returned as null, never guessed.

🏢 Company details

Hiring company name plus the profile details the source publishes, such as logo and company page.

📍 Location fields

Structured location data for every listing, ready for filtering and analysis.

🔁 Repost & change detection

Every record carries isRepost and changeStatus, so daily feeds return genuinely new jobs instead of reposted duplicates.

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Input parameters

Parameter	Type	Default	Description
country	string	"HK"	Job market to scrape.
searchQuery	string	"developer"	Job title, skill, or keyword. Leave empty to browse all jobs. Pass a JSON array for multi-query mode: ["python developer", "data analyst"]
location	string	(empty)	City, district, or region (e.g. 'Kowloon', 'Bangkok'). Leave empty for all locations.
workType	string	"Full time"	Filter by employment type.
classificationId	integer	(empty)	Industry category ID (e.g. 6281 for IT, 6251 for Accounting). Leave empty for all categories.
subClassificationId	integer	(empty)	Sub-category ID within a classification. Requires classificationId to be set.
sortMode	string	"ListedDate"	Sort order for search results.
daysOld	integer	(empty)	Only return jobs posted within this many days. Leave empty for all.
includeKeywords	string	(empty)	Comma-separated keywords that MUST appear in a job's title, company, teaser, or description. All listed terms must match (AND logic). Example: python, remote
excludeKeywords	string	(empty)	Comma-separated keywords that must NOT appear. Any match discards the listing. Example: intern, unpaid
fromDate	string	(empty)	Keep only jobs posted on or after this date. Format: YYYY-MM-DD
toDate	string	(empty)	Keep only jobs posted on or before this date. Format: YYYY-MM-DD
maxAgeMinutes	integer	(empty)	Keep only jobs posted within this many minutes. Useful for near-real-time monitoring. Leave empty to disable.
fetchDetails	boolean	false	ON: fetches full job description, salary, contact info, email/phone, and company data. OFF: returns basic listing info only (faster, lower cost).
compactOutput	boolean	false	Omit descriptionHtml, descriptionText, and descriptionMarkdown fields. Job score and contact extraction still run. Produces smaller, faster output ideal for ML/LLM pipelines.
skipReposts	boolean	false	Skip job listings already seen in a previous run (requires deduplication store).
startUrls	array	(empty)	List of specific JobsDB job listing URLs to scrape directly (bypasses search).
maxResults	integer	5	Maximum number of job listings to return. Note: post-filters are applied after fetch, so fewer results may be returned than this limit.

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Output schema

Every field below is present on every record. Fields the source does not publish for a given job are returned as null rather than omitted.

Field	Type	Description
id	string	Unique listing ID from the source.
url	string	Direct link to the listing.
title	string	Job title as published.
companyName	string	Hiring company name.
advertiserId	string	Advertiser id.
companyId	string	Company id.
companyLogo	string	URL of the company logo.
companyBannerUrl	string	Company banner url.
companyIsVerified	string	Company is verified.
location	string	—
countryCode	string	Country code.
workType	string	All
workArrangement	string	Work arrangement.
displayType	string	Display type.
jobAdType	string	Job ad type.
isFeatured	boolean	Is featured.
listingDate	string	Listing date.
listingDateDisplay	string	Listing date display.
expiryDate	string	Date the listing expires (null if not stated).
salaryLabel	string	Salary label.
salaryMin	number	Minimum salary (null if not published by the employer).
salaryMax	number	Maximum salary (null if not published by the employer).
salaryCurrency	string	Currency code of the salary.
salaryPeriod	string	Pay period the salary refers to (e.g. year, month, hour).
classification	string	Classification.
classificationId	string	—
subClassification	string	Sub classification.
subClassificationId	string	—
roleId	string	Role id.
tags	array	Tags or keywords attached to the listing.
bulletPoints	array	Bullet points.
teaser	string	Teaser.
status	string	Status.
isRepost	boolean	true when the listing is a repost of an earlier job (detected by content hash).
scrapedAt	string	Timestamp when this record was scraped.
descriptionHtml	string	Full job description in HTML.
descriptionText	string	Full job description in plain text.
descriptionMarkdown	string	Description markdown.
jobScore	number	Job score.
jobScoreReasons	array	Job score reasons.

Example record

{
  "id": "92640176",
  "url": "https://th.jobsdb.com/job/92640176",
  "title": "Team Head of Auto Finance Recruitment & Training",
  "companyName": "Kiatnakin Phatra Financial Group",
  "advertiserId": "61193442",
  "companyId": "446100",
  "companyLogo": "https://bx-branding-gateway.cloud.seek.com.au/c3f2d4af-6eae-43c0-b3ab-1d82313aa250.1/jdpLogo",
  "companyBannerUrl": null,
  "companyIsVerified": null,
  "location": "Vadhana, Bangkok",
  "countryCode": "TH",
  "workType": "Full time",
  "workArrangement": "On-site",
  "displayType": "standard",
  "jobAdType": "ORGANIC",
  "isFeatured": false,
  "listingDate": "2026-06-10T14:53:46Z",
  "listingDateDisplay": "1m ago",
  "expiryDate": null,
  "salaryLabel": "",
  "salaryMin": 0,
  "salaryMax": 0,
  "salaryCurrency": "THB",
  "salaryPeriod": null,
  "classification": "Human Resources & Recruitment",
  "classificationId": "6317",
  "subClassification": "Recruitment - Internal",
  "subClassificationId": "6325",
  "roleId": "recruitment",
  "tags": [
    "Be an early applicant"
  ],
  "bulletPoints": [],
  "teaser": "รับผิดชอบการสรรหา การพัฒนา การฝึกอบรม การสร้างมาตรฐานการทำงาน ตลอดจนการประสานงานกับหน่วยงานต่าง ๆ เพื่อสนับสนุนการดำเนินธุรกิจให้บรรลุเป้าหมาย",
  "status": "Active",
  "isRepost": false,
  "scrapedAt": "2026-06-10T14:55:40.930Z",
  "descriptionHtml": "<p>ตำแหน่งนี้มีบทบาทสำคัญในการกำหนดและขับเคลื่อนกลยุทธ์ด้านบุคลากรของสายธุรกิจสินเชื่อยานยนต์ ครอบคลุมการวางแผนอัตรากำลัง การพัฒนาศักยภาพพนักงาน และการสร้างมาตรฐานการทำงาน เพื่อสนับสนุนการเติบโตของธุร …",
  "descriptionText": "ตำแหน่งนี้มีบทบาทสำคัญในการกำหนดและขับเคลื่อนกลยุทธ์ด้านบุคลากรของสายธุรกิจสินเชื่อยานยนต์ ครอบคลุมการวางแผนอัตรากำลัง การพัฒนาศักยภาพพนักงาน และการสร้างมาตรฐานการทำงาน เพื่อสนับสนุนการเติบโตของธุรกิจ …",
  "descriptionMarkdown": "ตำแหน่งนี้มีบทบาทสำคัญในการกำหนดและขับเคลื่อนกลยุทธ์ด้านบุคลากรของสายธุรกิจสินเชื่อยานยนต์ ครอบคลุมการวางแผนอัตรากำลัง การพัฒนาศักยภาพพนักงาน และการสร้างมาตรฐานการทำงาน เพื่อสนับสนุนการเติบโตของธุรกิจ …",
  "jobScore": 3,
  "jobScoreReasons": [
    "full_description",
    "posted_today"
  ]
}

---

Examples

Search for marketing manager roles in Hong Kong:

{
  "searchQuery": "marketing manager",
  "location": "Hong Kong",
  "maxResults": 100
}

Filter by contract type:

{
  "searchQuery": "marketing manager",
  "location": "Hong Kong",
  "maxResults": 100,
  "workType": ""
}

Scrape a specific search URL:

{
  "startUrls": [
    {
      "url": "https://www.jobsdb.com/"
    }
  ],
  "maxResults": 200
}

Daily feed (run on a schedule):

{
  "searchQuery": "marketing manager",
  "daysOld": 1,
  "skipReposts": true,
  "maxResults": 500
}

Schedule this input to run once a day in the Apify Scheduler — each run returns only jobs posted in the last 24 hours.

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💰 Pricing

$0.99 per 1,000 results — you only pay for successfully retrieved listings. Failed retries are never charged.

Results	Cost
100	~$0.10
1,000	~$0.99
10,000	~$9.9
100,000	~$99

Flat-rate alternatives typically charge $29–$49/month regardless of usage.

Subscription tiers lower the rate further, down to $0.59 per 1,000 at the highest tier. Use the Max results cap in the input to control your spend exactly.

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Performance

Run size	Typical time
100 results	under 1 minute
1,000 results	2–4 minutes
10,000 results	20–35 minutes

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Known limitations

• Salary is only returned when the employer publishes it — many listings carry null salary fields.
• Company details vary per listing; the scraper returns what the source publishes and never invents data.
• Very large result sets are bounded by the source's own paging limits.
• Listings can be removed by the source at any time, so a small share of URLs may expire shortly after scraping.

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Technical details

• Source: jobsdb.com — Southeast Asia job listings
• Coverage: everything the public search exposes, filterable via the input parameters above
• Retry: automatic retry on network errors with exponential backoff

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Need a custom scraper?

Unfenced Group builds Apify actors for any website — for free.

If the site you need isn't in our portfolio yet, just ask. We scope, build, and publish it at no cost to you. You only pay for results — we absorb the compute and proxy costs ourselves. Same pay-per-result pricing, same quality, same standards as every actor in this portfolio.

Get in touch: www.unfencedgroup.nl