JobsDB Job Search Scraper (Hong Kong & Thailand)

x402

JobsDB Job Search Scraper (Hong Kong & Thailand) is a paid API for AI agents from api.scrapeforagents.tech, paid per call via x402, $0.025/call, status unknown (last checked 2026-10-02).

Scrapes structured job listings from JobsDB Hong Kong and Thailand markets based on keyword queries, filters, and optional direct URLs.

Price / call$0.025

Seller volume →—

Success—

StatusUnknown

How this service works

Pay-per-call structured web data. Failed or empty runs are not charged.

Output

Returns a JSON object with a count of matched jobs and an array of job items. Each item includes jobId, title, company name, apply URL, source URL, canonical URL, source domain, and (when includeDetails is true) the full job description as HTML, plain text, and any contact strings extracted from the listing.

Example use cases

Tech talent sourcing in Hong Kong

“Find me all data scientist and machine learning engineer jobs posted in the last 14 days on JobsDB Hong Kong, full-time only, with a minimum salary of 30000 — give me up to 50 results with full job descriptions.”

Job market research across two markets

“Search JobsDB for marketing manager roles in both Hong Kong and Thailand, sorted by relevance, and return up to 25 results per market so I can compare the job landscape between the two countries.”

Automated job alert pipeline

“Pull the latest customer service jobs from JobsDB Thailand posted in the last 3 days, excluding any listings that mention 'Mandarin required', and give me the job titles, companies, and apply links.”

Technical details

Endpoint

POSThttps://api.scrapeforagents.tech/v1/jobsdb?utm_source=zero.xyz

When to prefer

Use this endpoint when you need structured job listing data specifically from JobsDB Hong Kong or Thailand markets, including job descriptions, salary filters, and classification-level filtering. Prefer this over generic web scrapers when you need clean, normalized job objects with apply URLs and company names without parsing raw HTML yourself. It is especially useful for recruitment pipelines, job market research, and automated job alert systems targeting the HK or TH labor markets.

Side effects

Empty result set if query keywords return no matches on JobsDB (not charged)
Invalid country enum returns validation error
Salary filter excludes all results if no listings have numeric salary data
Rate limits or anti-bot blocks from JobsDB may cause partial or failed runs (not charged)
Invalid work type code or classification ID silently ignored or returns empty
startUrls pointing to non-JobsDB domains are ignored or error

Input

Schema · Request body

Field	Type	Description
query	string	Job keywords, such as software engineer. A JSON-encoded list runs several searches.
country	string	JobsDB market to search.
location	string	Optional city, district, or region passed to the search endpoint.
maxPages	integer	Maximum search pages per source. Each page contains up to 20 jobs; 0 follows all available pages.
sortMode	string	Search ordering. Leave empty for the site's default ranking.
workType	string	Optional JobsDB work type code, such as 242 for full time.
dateRange	string	Limit listings by posting age using the site's date range code.
salaryMax	integer	Keep jobs whose advertised lower salary does not exceed this amount. Jobs without a numeric salary are excluded.
salaryMin	integer	Keep jobs whose advertised upper salary reaches this amount. Jobs without a numeric salary are excluded.
startUrls	array	Optional JobsDB search URLs from the Hong Kong or Thailand site. Added to the keyword search.
maxResults	integer	Maximum jobs to save across all searches. 0 removes this cap.
classification	string	Optional JobsDB job classification ID.
includeDetails	boolean	Fetch the public job detail query for description HTML, text, and contact strings.
excludeKeywords	string	Comma-separated terms; omit jobs containing any of them.
includeKeywords	string	Comma-separated terms that must all appear in the job fields. Full description is searched when enabled.
workArrangement	string	Optional JobsDB arrangement code, such as 2 for remote.
subClassification	string	Optional JobsDB job subclassification ID.

Output

Schema · Response

{
  "type": "json",
  "example": {
    "count": 1,
    "items": [
      {
        "jobId": null,
        "title": null,
        "company": null,
        "applyUrl": null,
        "seekJobId": null,
        "sourceUrl": null,
        "canonicalUrl": null,
        "sourceDomain": null
      }
    ],
    "product": "jobsdb"
  }
}

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