JobsDB Scraper

Jobsdb Scraper

Extraction tool for Jobsdb across Thailand & Hong Kong.

Extract real-time job listings, salary figures, recruitment contact emails, company profiles, role categories, and work arrangements.

🚀 Features

Multi-Country Coverage: Extract structured job data from Jobsdb regional portals (HK hk.jobsdb.com, TH th.jobsdb.com).

Transparent Compensation Data: Capture raw integer ranges (salary_minimum, salary_maximum), local currencies, display ranges, and hidden status flags.

Recruiter & Direct Contact Signals: Extract application instructions (abstract), direct submission emails (e.g., HR contact addresses), and hiring urgency tags (Be an early applicant).

Structured Categorization: Retrieve normalized role titles, Jobsdb industry categories, employment types (Full time, Contract), and work arrangements (On-site, Hybrid, Remote).

Employer Branding Metrics: Gather company IDs, direct corporate profile URLs, logo branding assets, and recruiter display names.

💡 Use Cases

Labor Market Analytics: Compare cross-border wage metrics, hiring volumes, and emerging skill demands across Hong Kong and Thailand.

Lead Generation for B2B Services: Identify companies actively hiring and extract direct HR contact emails listed in job abstracts to pitch recruitment, software, or outsourcing solutions.

Regional Job Board Aggregation: Build localized job search engines or candidate notification bots with real-time feeds from Southeast Asia's primary employment portal.

Competitive Talent Auditing: Track hiring sprees, salary benchmarks, and regional office expansions of industry competitors in SEA markets.

OUTPUT

{
  "id": "94175234",
  "title": "Analyst Programmer (Digital Solutions)",
  "abstract": "Manage enterprise systems and Kubernetes platforms to ensure reliable operations.",
  "adDisplay": "NONE",
  "advertiser_name": "ESD Services Limited (ESDlife)",
  "advertiser_id": "61312183",
  "company_logo": "https://bx-branding-gateway.cloud.seek.com.au/bac528af-e7ea-4592-a3fb-da81c70befa4.1/jdpLogo",
  "company_bullets": [
    "Enterprise-Scale Systems & Kubernetes",
    "3 years of solid development experiences",
    "Automation & Continuous Improvement"
  ],
  "categories": [
    "Engineering - Software",
    "Information & Communication Technology"
  ],
  "role_titles": [
    "analyst-programmer",
    "programmer",
    "analyst"
  ],
  "salary_currency": "HKD",
  "salary_display": null,
  "salary_maximum": 4200000,
  "salary_minimum": 3400000,
  "salary_period": "Monthly",
  "salary_hiden": true,
  "work_types": [
    "Full time"
  ],
  "listed_at": "2026-08-24T10:47:40.000Z",
  "listed_at_display": "1h ago",
  "location": "Hung Hom, Kowloon City District",
  "company_name": "ESDlife",
  "company_url": "https://hk.jobsdb.com/companies/esdlife-171089110327662",
  "tags": [
    "Be an early applicant"
  ],
  "work_arrangements": [
    "On-site"
  ]
}

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