Use Cases

CleanJobData powers job data features across industries. Here are the most common use cases.

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Job Board API

Power a production job board with direct-from-employer listings. Normalized JSON, rich filters, and 1M+ active roles — no scraping infrastructure required.

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Niche Job Board API

Launch a niche job board for a specific role, stack, city, or industry. Server-side filters scope the feed before it hits your app — no pulling everything and discarding 90% on your end.

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Job Data for AI Training

High-quality, consistently normalized job data for AI training. Millions of real listings with salary, seniority, skills context, and location — not synthetic data.

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Recruitment Data API

Feed live job market data into your recruitment software. Who's hiring, for what roles, at what salaries — sourced directly from employer ATS systems across 60+ countries.

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Salary Data API

Salary data extracted from live job listings — not self-reported surveys. Normalized by role, location, seniority, and currency. Built for compensation tools and HR platforms.

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HR Analytics Data API

Power HR analytics dashboards with live job market intelligence. Hiring velocity, salary trends, remote adoption, and skills demand — all from real employer postings.

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Browser Extension API

Power browser extensions with live job listings, salary insights, and company hiring data. Simple REST API, lightweight responses, free tier for development.

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Job Alerts API

Build job alert systems that notify users the moment a matching role is posted. Filter by role, location, salary, seniority, and remote — pull only new listings since your last sync.

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Labor Market Data API

Real-time labor market data from actual employer job postings. Track hiring velocity, salary trends, skills demand, and remote adoption across roles, industries, and geographies.

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Job Market Data for Staffing Agencies

Give your recruiters live market data — who's hiring, what they're paying, and how fast positions are filling. Source directly from employer ATS systems across 60+ countries.

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