ScanRole API delivers aggregated tech labor market data built exclusively from real job postings. It differs from existing products by avoiding estimations, self-reported data, or synthetic enrichment. Missing data is never inferred. The API offers stable queries, clear methodology, and consistent results suitable for analytics, research, and product integrations.