The role of a compiler in programming is to translate source code written in a high-level language into machine code or lower-level languages, enabling programs to be executed by a computer. The compilation process typically includes several stages, such as preprocessing, lexical analysis, syntax analysis, code generation, and optimization. A compiler detects syntax errors and optimizes performance, allowing developers to write in human-readable languages while enabling machines to execute their instructions efficiently.