Job-Scout is a command-line tool designed to simplify the search for remote Machine Learning jobs. It aggregates job listings from Twitter and Hacker News and uses natural language processing to match these postings to the skills and experience in your resume. With an emphasis on remote ML, AI, and Data Science roles, Job-Scout ranks and recommends jobs tailored to your qualifications. The tool is customizable, allowing users to adjust search queries for specific job roles or internships, making it ideal for both experienced professionals and students looking for personalized job matches.