(Senior) LLM / AI Engineer, Predictive Maintenance Agent | (Senior) LLM / AI Engineer (m/f/d) Predictive Maintenance Agent

Agile Robots SE

München, Bayern, Deutschland
Published Jan 9, 2026
Full-time
Permanent

Job Summary

This role seeks a motivated (Senior) LLM / AI Engineer to design and implement production-grade AI agents focused on predictive maintenance and operational optimization within complex industrial production systems. The engineer will be responsible for building robust LLM-based systems that translate natural language user intent into reliable, multi-step data analysis and analytical workflows. Key responsibilities include ensuring system integration with factory data pipelines, implementing robust MLOps/LLMOps practices for testing and monitoring, and supporting predictive intelligence use cases. The ideal candidate possesses strong Python engineering skills, hands-on experience with LLM agent development (including tool calling and RAG systems like LangChain), and expertise in applied machine learning and data analysis. This position offers the opportunity to join an international, high-tech robotics company in Munich, shaping the future of industrial AI.

Required Skills

Education

Not specified

Experience

  • Professional experience with applied data analysis and machine learning, including statistics, model tuning, and deployment
  • Hands-on experience building LLM-based agents involving tool calling, code generation, and multi-step reasoning
  • Experience with LangChain, LangGraph, or equivalent frameworks
  • Experience with predictive maintenance or anomaly detection in industrial environments (beneficial)

Languages

Not specified

Additional

  • Willingness to travel for on-site deployments.