Built a high-performance Python web scraper to aggregate local healthcare vacancies from the official NHS job portal. The script automatically handles search parameter queries, parses structural HTML layouts, extracts salary baselines, and exports cleaned job profiles directly into structured CSV data sheets for localized recruitment analysis.