状态监测、数据与 AI 实习生

Caterpillar · Industrial · Wuxi, Jiangsu

This role focuses on building AI agents, including LLM-based agents, to support finite element simulation processes, and also involves AI-based tool health monitoring and data analysis for industrial applications.

What you'd actually do

  1. Assist in AI-based tool health monitoring, including signal preprocessing, feature extraction, and model validation
  2. Participate in the design and development of simulation AI Agents (including LLM-based Agents) to support finite element simulation processes
  3. Conduct data dimensionality reduction analysis, material damage reproduction, and comprehensive working condition screening and development

Skills

Required

  • Signal processing
  • Data analysis
  • Python
  • MATLAB
  • AI model building
  • AI model training
  • AI model application
  • Matrix operations
  • SVD
  • PCA
  • D-Optimal
  • Mathematical statistics
  • English CET-6

Nice to have

  • Finite element theory
  • Finite element simulation experience
  • LLM-based AI Agent building

What the JD emphasized

  • AI Agent
  • LLM-based Agent

Other signals

  • AI Agent
  • LLM-based Agent
  • simulation AI Agent
  • AI health monitoring
  • data analysis
  • model validation