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+ job listings — 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

Consistently normalized job data for AI training. Over a million real listings with salary, seniority, location, and full description text — not synthetic data. Commercial AI use needs Enterprise.

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Recruitment Data API

Feed 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. Filterable by role, location, and seniority, in the employer's own currency. Built for compensation tools and HR platforms.

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HR Analytics Data API

Benchmark your org against named peers and the wider market: their open roles, seniority mix, posted pay ranges, and remote policy, as JSON for your data warehouse or BI tool.

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Browser Extension API

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

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Job Alerts API

Build job alert systems that notify your users when matching roles are added. Filter by role, location, salary, seniority, and remote — pull only new listings since your last sync.

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Labor Market Data API

Up-to-date 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

Pull open roles, posted salary ranges, and hiring volume by employer, role, and city into your CRM or internal tools. Sourced from employer ATS platforms and career sites.

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