JobsDB Scraper | Hong Kong & Thailand Jobs, Salary & Company Data (no API)

Scrape JobsDB job search results: title, company, salary, location, classification, work type, posted date. Covers Hong Kong / Thailand. Uses SEEK's official JSON API — no login, no API key, no token. Bulk-paste keywords and export clean snake_case structured data (JSON / CSV / Excel).

Great for: labour-market research, salary benchmarking, recruitment intelligence, competitor job monitoring, talent-pool building.

For Malaysia / Singapore / Philippines jobs, use the sister Actor "JobStreet Scraper".

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Output fields

Field	Description
job_id	Job ID, primary key
title	Job title
url	Job link
company	Company name
advertiser	Advertiser (may be a recruiting agency)
advertiser_id	Advertiser ID
salary_label	Salary string, e.g. HK$25,000 – HK$35,000 per month (null if none)
work_types	Work-type array, e.g. ["Full time"]
work_arrangement	Arrangement array, e.g. ["On-site"]
location	Work location
location_country	Location country code
classification	Job classification, e.g. Accounting
subclassification	Sub-classification
teaser	Job teaser (not the full JD)
bullet_points	Highlights array
listing_date	Posted time (ISO 8601)
listing_date_display	Posted-time display, e.g. 5h ago
is_featured	Whether it is a featured/sponsored job
role_id	SEEK role code
site	Site code
keyword	The search keyword this row came from (your original input)
scraped_at	Scrape time (ISO 8601)

Missing values are null; fields are never dropped.

Modes

Mode	Description	Status
search	Keyword → job listings	✅ v1.0
detail	Job ID → full JD + full benefits	🔜 v1.1

Input parameters

Parameter	Type	Description	Default
site	select	Site hk/th	hk
keywords	array	Job keywords (title or skill)	—
bulkInput	text	One keyword per line, auto-merged	—
location	text	Optional, restrict to a location	—
maxItems	integer	Cap per keyword (1–500)	50
proxyConfiguration	proxy	Default Apify datacenter auto-rotation	datacenter

Input examples

1. Accountants in Hong Kong (first 10)

{ "site": "hk", "keywords": ["accountant"], "maxItems": 10 }

2. Data engineers in Thailand

{ "site": "th", "keywords": ["data engineer"], "maxItems": 20 }

3. Bulk multi-keyword (Hong Kong)

{ "site": "hk", "bulkInput": "accountant\nmarketing\nsoftware engineer", "maxItems": 15 }

4. Restrict to a location (engineering jobs in Kowloon)

{ "site": "hk", "keywords": ["engineer"], "location": "Kowloon", "maxItems": 50 }

Notes

• maxItems is per keyword: 3 keywords × 50 = up to 150 rows. If the same job ranks for two keywords, it is output once per keyword (different keyword value), preserving each keyword's search fact.
• Salary is a raw string: salary_label comes straight from SEEK (currency, range and period vary); the original text is kept and never force-parsed. Many jobs hide the salary, in which case it is null.
• teaser is not the full JD: search mode returns a summary; the full job description ships in detail mode (v1.1).
• Jobs are a snapshot: the live JobsDB page is authoritative.

FAQ

Q: Do I need a JobsDB account or API key? No. Only public job search results are scraped — no login or token required.

Q: Can I scrape multiple countries at once? One site per run. For Malaysia / Singapore / Philippines use the sister Actor "JobStreet Scraper".

Q: Can I get the full job description and benefits? Search mode returns the teaser and structured fields; the full JD ships in detail mode (v1.1).

Q: How is it billed? Pay per event (PPE): $0.005 per run start + $0.002 per job. You are only charged after data is successfully stored.

Disclaimer

This tool only scrapes publicly visible JobsDB job information for labour-market research and data analysis. Users must comply with JobsDB/SEEK terms of service and local law, and are responsible for how the data is used. This tool collects no private data that requires a login. Job content reflects what the site actually shows.

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