TypeScript, a statically-typed superset of JavaScript, is used with Angular primarily because it helps developers write error-free code more effectively and efficiently. TypeScript's strong typing, coupled with intelligent code completion tools, makes code easier to debug and understand. It's beneficial for large-scale applications as it improves readability and maintainability.