JobsDB Company Details Scraper: Extract Corporate Profiles & Reviews

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What Is JobsDB?

JobsDB is a leading job platform across Southeast Asia, with major operations in Hong Kong, Singapore, Malaysia, and Thailand. Beyond job listings, it hosts extensive company profiles containing corporate information, employee reviews, ratings, and insights. Manually gathering this company intelligence from JobsDB is tedious and repetitive — the JobsDB Company Details Scraper automates extraction, delivering structured corporate data at scale.

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Overview

The JobsDB Company Details Scraper extracts rich company profile pages from JobsDB, capturing essential corporate information alongside aggregated employee reviews and AI-generated summaries. It is ideal for:

• Recruiters researching employer brands and company culture
• Job seekers vetting potential employers before applying
• HR professionals benchmarking company reputation across markets
• Business analysts building datasets on corporate performance and employee sentiment
• Researchers studying labor market dynamics and employer trends

The scraper excels at handling variable page structures, reliably extracting profiles even when individual URLs fail, and delivering clean, actionable company insights.

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Input Format

The scraper accepts a simple JSON configuration:

{
  "urls": [
    "https://hk.jobsdb.com/companies/bank-of-china-hong-kong-174885314476370?cid=sk-reviews-carousel&ref=sk-reviews-carousel&tracking=companies"
  ],
  "ignore_url_failures": true
}

Field	Type	Description
urls	Array	Direct links to JobsDB company profile pages. Paste individual URLs or bulk-load from a list.
ignore_url_failures	Boolean	If true, the scraper skips failed URLs and continues running. If false, the run halts on the first error. Default: true.

Pro tip: Extract company URLs directly from JobsDB search results or your recruitment workflow. The scraper works with Hong Kong, Singapore, Malaysia, and Thailand JobsDB domains.

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Output Format

Sample output

{
  "id": "174885314476370",
  "company_profile": {
    "__typename": "CompanyProfileV2",
    "zone": "asia-1",
    "company_review_rating": null,
    "data": {
      "__typename": "CompanyProfileData",
      "name": "Bank of China (Hong Kong)",
      "is_claimed": true,
      "overview": {
        "__typename": "CompanyProfileOverviewV2",
        "website": {
          "__typename": "CompanyProfileWebsiteV2",
          "url": "https://www.bochk.com/en/home.html",
          "display_name": "Bank of China (Hong Kong)"
        },
        "size": "More than 10,000",
        "industry": "Banking & Credit",
        "industry_id": "I0008",
        "industry_name": "Banking & Credit",
        "primary_location": "22/F, Bank of China Ctr, Olympian City, 11 Hoi Fai Rd W, KLN Hong Kong",
        "specialities": [
          "Wealth Management",
          "Private Banking",
          "Corporate Banking",
          "Investment",
          "Mortgage",
          "Loan",
          "Insurance",
          "Credit card"
        ],
        "description": [
          "Join Bank of China (Hong Kong)"
        ],
        "traditional_land": null,
        "traditional_place": null
      },
      "custom_statement": null,
      "mission_statement": null,
      "featured": null,
      "awards": null,
      "culture_and_values": null,
      "perks_and_benefits": null,
      "gallery": null,
      "branding": {
        "__typename": "CompanyProfileBranding",
        "brand_id": "01ea4119-781b-4a7d-9a01-d836b77d65ca",
        "logo": "https://image-service-cdn.seek.com.au/ca201ee1326b4d681b69ca14b871aa7744548119/ee4dce1061f3f616224767ad58cb2fc751b8d2dc",
        "cover": "https://image-service-cdn.seek.com.au/70246b89bda93a212f635b90bfa146e14a72012f/11adf30e176f666a1231f01779efa3b8b087b709"
      },
      "canonical_url": "https://hk.jobsdb.com/companies/bank-of-china-hong-kong-174885314476370",
      "synonym": null
    },
    "organisation_id": "743062"
  },
  "company_reviews_ai_summary": null,
  "company_reviews": null
}

Each scraped company returns a detailed record with the following fields:

Core Company Data

Field	Meaning	Use Case
id	Unique JobsDB company identifier	Linking company records across datasets or systems; deduplication
company_profile	Complete company profile information	Overview of employer details, including company size, industry, description, website, and headquarters location; foundational data for all company research

Reviews & Sentiment Analysis

Field	Meaning	Use Case
company_reviews_ai_summary	AI-generated summary of employee reviews	Quick understanding of overall employee sentiment, cultural highlights, and common themes without reading individual reviews; executive summary for decision-makers
company_reviews	Full collection of individual employee reviews	Detailed qualitative insights including ratings, written feedback on salary, culture, work-life balance, management quality, and recommendations; source material for deeper analysis

Data structure example:

• company_profile contains fields like company name, description, industry, company size, headquarters, website URL, and establishment date
• company_reviews_ai_summary provides a concise narrative synthesizing common praise and criticisms (e.g., "Strong technical culture but high burnout reported")
• company_reviews is an array of individual review objects, each with rating, title, review text, and reviewer metadata

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How to Use

1. Gather company URLs — Browse JobsDB company search or copy links from your recruitment tool. URLs follow the pattern: https://[country].jobsdb.com/companies/[company-slug]-[id]
2. Prepare input — Paste URLs into the urls array. Set ignore_url_failures to true for robust batch runs.
3. Launch the scraper — Start the actor and monitor the progress log.
4. Download results — Export data as JSON, CSV, or Excel for analysis or integration.
5. Process output — Feed company profiles into CRM systems, build employer dashboards, or analyze review sentiment.

Best practices:

• Use ignore_url_failures: true when scraping 50+ URLs to avoid interruptions from temporary blocks or deleted pages.
• Combine results with job listing data for complete talent intelligence workflows.
• Periodically re-scrape to track changes in reviews and company reputation over time.

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Use Cases & Business Value

• Employer branding research: Understand how companies are perceived by employees and job seekers across markets
• Recruitment targeting: Identify high-rated employers to refine candidate sourcing strategies
• Competitive analysis: Compare multiple employers on culture, benefits, and employee satisfaction
• Talent retention: Benchmark your company's ratings and reviews against competitors
• Academic research: Analyze employment satisfaction trends across Southeast Asian industries

The JobsDB Company Details Scraper transforms raw review pages into structured intelligence, enabling data-driven hiring strategies and HR decisions.

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Conclusion

The JobsDB Company Details Scraper is a powerful tool for anyone seeking actionable company intelligence from Southeast Asia's largest job platform. By automating profile extraction and synthesizing employee reviews, it saves days of manual research and unlocks patterns invisible to individual browsing. Start scraping today and transform JobsDB company data into strategic insights.