US Job Postings Data Extraction shows how a recruiting-tech startup built a normalized, skill-extracted dataset from public job postings using automated web data collection via WebDataScraping.us. The solution standardized job titles, companies, locations, salaries, employment types, experience requirements, skills, and posting details. Structured data enabled hiring intelligence, skill-demand analysis, competitor benchmarking, workforce trends, and more accurate talent-market insights.