Le PLM augmenté par l'IA : Intégration d'assistants intelligents (LLM) sous PTC Windchill pour capitaliser la donnée industrielle et optimiser les flux métiers
Core
Develop an AI assistant integrated with PTC Windchill to analyze industrial data, automate IoT alert responses, and guide engineers via a RAG-based conversational agent.
Role type
Senior Machine Learning Engineer (Industrial PLM & IoT)
Builds
RAG-based AI agents, IoT alert automation workflows, and knowledge bases for industrial engineering teams.
Domain
Industrial Engineering, Product Lifecycle Management (PLM), IoT
Deliverable
production ML models
Required skills
Python, LLM integration, RAG architecture, API development, IoT protocols (MQTT), data mapping, technical documentation
Preferred skills
Experience with PTC Windchill, open-source LLMs (Mistral, Llama 3), LangChain, LlamaIndex
Technologies
PTC Windchill, Python, LangChain, LlamaIndex, Mistral, Llama 3, MQTT, REST APIs, Git
Responsibilities
Map and extract textual data from PTC Windchill (ECR/ECO history, quality reports), develop a RAG-based conversational agent, connect IoT sensor streams to trigger AI-driven solution proposals, validate AI response relevance and write technical documentation.
Seniority
Senior, hands-on IC