The AI & Data Engineer role at Agentur Philipp GmbH involves the development and integration of LLM-based systems to enhance automation capabilities. Key responsibilities include building machine learning pipelines, developing backend solutions, and working with data architecture and deployment on Linux servers. Candidates are expected to have strong programming skills, particularly in Python and JavaScript/Node.js, alongside experience in data warehousing and ETL processes.