Health eCareers has developed an innovative job search tool for healthcare professionals using AWS services. The architecture leverages Amazon Bedrock, ECS, EC2, and ElasticSearch to process natural language queries, vectorize job postings, and generate tailored responses. The system uses Claude 2 for prompt sanitization and geolocation, while Titan handles vectorization. This AI-powered approach simplifies job hunting by allowing users to search using conversational language and receive personalized results, demonstrating an over 80% interaction rate with search results.