Foundation models offer unprecedented generalization and adaptability — yet deploying them in real production environments means addressing strict constraints: microsecond-level latencies, deterministic behavior, functional safety certifications, and legacy infrastructures that cannot simply be replaced. * You will bring these models into manufacturing, the process industry, and cyber-physical systems, always treating latency, determinism, and safety as non-negotiable factors. * You will develop solutions to ensure compatibility between foundation models and established industrial safety and automation standards (e.g., IEC 61131, IEC 61508). * Experience and know-how: strong theoretical and practical background in machine learning and deep learning; solid understanding of industrial automation concepts, control systems, as well as real-time or embedded environments; proficient programming ...
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