The AI Engineer role at Cadaico GmbH focuses on enhancing the AI capabilities of their Chat-to-Design product. The key responsibilities include building AI cores, optimizing RAG pipelines, and creating agentic workflows, which are crucial for improving engineering processes. Candidates need a solid background in Python, experience with retrieval-augmented generation techniques, and a knack for developing beyond basic chatbots.