UK JobPosting Schema Scraper

Extract JobPosting structured data from public UK job pages and sitemaps for hiring-market research, job aggregation, recruiting intelligence, and labour-market monitoring.

This actor is intentionally generic: instead of cloning one protected job board, it reads public job detail pages that expose Schema.org JobPosting JSON-LD or simple fallback job metadata. That makes it useful across UK job sites, employer career pages, public-sector job pages, and niche boards.

What You Can Extract

• Job title and description
• Hiring organisation
• Location and employment type
• Date posted and valid-through date
• Salary text when available
• Direct-apply flag and raw JobPosting schema
• Diagnostic rows when schema is missing

Output

Every inspected page is written to the default Apify dataset. Extracted rows typically include url, title, description, hiring_organization, employment_type, job_location, date_posted, valid_through, salary_text, direct_apply, raw_jobposting, and diagnostic fields for pages where markup is missing. Export the dataset to CSV/JSON or connect it to Google Sheets, warehouses, dashboards, or AI agents.

Common Use Cases

• Build UK job-market datasets from public career pages
• Monitor competitor hiring by company or region
• Aggregate public-sector and niche job listings
• Feed recruiting intelligence into dashboards or AI agents
• Audit whether job pages expose valid JobPosting markup

SEO Keywords

UK jobs scraper, JobPosting schema scraper, UK job board scraper, public job listing scraper UK, hiring intelligence scraper, job data extractor, recruitment market data UK.

Example Input

{
  "startUrls": [{ "url": "https://www.jobs.nhs.uk/candidate/jobadvert/C9282-26-0357" }],
  "includeNoSchemaRows": true,
  "maxPages": 25
}

Pricing Recommendation

Launch around $3 per 1,000 inspected pages or $4 per 1,000 extracted jobs. This undercuts heavy job-board scrapers while targeting users who need cleaner public-page extraction.

Responsible Use

Use this actor for public pages and public sitemaps. Do not submit private candidate data, logged-in URLs, or pages where collection would violate site terms. Respect robots guidance, rate limits, and applicable employment-data/privacy laws.

Automation Ideas

Schedule runs for employer career pages, public-sector jobs, and niche UK boards. AI agents can classify roles by function, detect salary visibility, summarize hiring changes, flag pages missing JobPosting schema, and route matching roles into recruiting or labour-market dashboards.