PLC programming is essential for automating machine functions by providing logic that controls operations, acting as the brain of the machinery. PLC programmers create and maintain this code, ensuring machines operate efficiently and communicate correctly with various components. They work on diverse projects ranging from basic sensors to complex robots, utilizing different PLCs and programming languages.