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Jobs & Recruitment Web Scraping — Postings, Salaries & Signals

Job postings, salary ranges, company hiring signals, and candidate data from Indeed, LinkedIn, Glassdoor, Naukri, and 15+ regional job boards — structured for talent intelligence and HR analytics.

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What's included

Data fields & coverage

Job posting feeds

Real-time job postings with title, description, salary, and location.

Salary benchmarking

Reported and inferred salary ranges by role, level, and location.

Hiring velocity signals

Track which companies are ramping or pausing hiring by function.

Company intelligence

Headcount, growth rate, tech stack, and leadership changes.

Skills demand tracking

Which skills appear most in postings — by role, region, or industry.

Remote/hybrid signals

Remote, hybrid, and on-site work type extraction per posting.

Platforms covered

Sources we scrape for this vertical

  • LinkedIn
  • Indeed
  • Glassdoor
  • Naukri
  • ZipRecruiter
  • Monster
  • Lever
  • + any site you need — we quote on request

Ready to get started?

Tell us your target sites and fields. Sample delivered within 24 hours.

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