Designing a programming language involves iterative phases of specification, implementation, and testing, requiring knowledge of programming paradigms, language concepts, and existing languages. Key considerations include defining syntax, semantics, and abstract syntax, as well as deciding on features such as functions, control flow, concurrency, and type systems.