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Industrial AI/ML Engineer (Predictive Maintenance & Generative AI)

yokogawa engineering asia pte ltd

south, south, singapore, Singapore Full-time July 07, 2026

Found Description

Job Description

  • Design and develop AI models such as Predictive Maintenance (PdM), Process Optimization, and Operational Efficiency, especially in asset-intensive industries - Oil & Gas, Mining, and Utilities.
  • Build and train machine Learning models (supervised, unsupervised learning, classification, regression) with diagnostic, predictive and prescriptive analytics.
  • Build industrial knowledge/virtual assistants with LLMs (Large Language Models) and RAG (Retrieval Augmented Generation) with proprietary knowledge bases and document stores.
  • Implement (Deep) Reinforcement Learning for autonomous control and operations.
  • Build multi-agent collaborative systems with specialized AI agents - Perception, Reasoning, Planning, Action, and Learning
  • Leverage AI or hybrid models to make intelligent recommendations and automate decision-making.
  • Ensure AI models are scalable, deployable, and trustwor...

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