H1B Data Hub VS React Tutorial

H1B Data Hub's answer

Comprehensive dataset across employer, job title, and location dimensions with approval rate and filing volume trends Practical tools for job seekers to calculate lottery odds, benchmark pay, and verify underpayment against real filings Employer rankings by sponsorship volume, highest paying companies, and best approval rates Clean, straightforward interface optimized for quick salary lookups and comparisons Transparent methodology: hourly wages normalized to annual equivalents, salaries capped at $1M to exclude outliers

H1B Data Hub's answer

Job seekers on H-1B visas researching salary benchmarks and evaluating sponsors International students identifying U.S. employers with H-1B sponsorship history Employers evaluating competitive wage levels for H-1B positions Researchers and policy analysts studying immigration labor trends Immigration attorneys and consultants advising clients on visa petitions

H1B Data Hub's answer

Free, no-frills access to millions of H-1B salary records from the U.S. Department of Labor (3.2M+ filings, 190K companies) Purpose-built tools beyond basic search: lottery odds calculator, salary benchmarking, case status tracker, company comparison, and trend analytics Normalized, clean data processed directly from DOL LCA disclosure files with standardized employer names and consistent salary calculations No login required — instantly searchable database with quarterly updates Independent platform focused purely on transparency, supported by display advertising rather than premium tiers

H1B Data Hub's answer

H1B Data Hub exists to make U.S. H-1B visa salary data freely accessible and easy to understand. The platform processes raw Labor Condition Application (LCA) disclosure files published quarterly by the U.S. Department of Labor's Office of Foreign Labor Certification, standardizing and normalizing this public data for accessibility. It is an independently operated platform based in Marietta, Georgia, with no affiliation to government agencies, built for transparency in the H-1B labor market.

H1B Data Hub's answer

Based on the platform architecture, the tech stack likely includes:

Node.js/Next.js or similar modern web framework (indicated by responsive, interactive interface) PostgreSQL or similar database for storing 3M+ indexed records Search optimization (likely Elasticsearch or similar) for fast filtering across 190K employers and 460K job titles Quarterly automated data pipeline to process and normalize DOL LCA files Interactive charting/visualization libraries for trend analytics and salary distributions

H1B Data Hub's answer

University, College Graduate, People on VISA