The role spans the full software stack from shop-floor edge applications and industrial data collection to cloud services, backend systems, APIs, databases, and front-end user experiences. They understand the unique requirements of manufacturing software, including real-time data, equipment connectivity, reliability, cybersecurity, scalability, and operation in environments where cloud and edge computing must work together.