Lead Architect – Digital Twin & AI Factory

Caterpillar Caterpillar · Industrial · Irving, TX

Lead Architect for Digital Twin & AI Factory responsible for designing and implementing architecture solutions for simulation, digital twins, AI model development, and AI Factory operations. This role translates architectural vision into detailed solution designs, reusable patterns, and implementation guidance to accelerate AI model development, training, fine-tuning, validation, and deployment. It supports orchestration of AI Factory and simulation capabilities across the development lifecycle, ensuring seamless integration of compute resources, data pipelines, model workflows, and simulation environments for rapid experimentation and deployment.

What you'd actually do

  1. Developing detailed architecture deliverables to solve business problems.
  2. Designing an application's technical infrastructure, such as specific databases, programming languages, utilities, and testing approaches.
  3. Leading the evaluation and deployment of new technologies to add or enhance existing digital technical capabilities.
  4. Participating in addressing business requirements for applications and collaborating with cross-functional teams to deliver digital solutions that meets business results.

Skills

Required

  • Analytical Thinking
  • Platform Architecture
  • Requirements Analysis
  • Target Architecture

Nice to have

  • Digital Twin & Simulation Platforms
  • AI Factory & GPU Infrastructure
  • designing and implementing digital twin and simulation environments
  • simulation architectures
  • synthetic data generation
  • scenario development
  • AI development platforms
  • large-scale AI workloads
  • distributed training
  • model development workflows
  • compute orchestration
  • workload scheduling
  • storage architectures

What the JD emphasized

  • AI model development
  • AI Factory operations
  • simulation environments
  • synthetic data pipelines
  • digital twin platforms
  • GPU infrastructure
  • MLOps capabilities
  • Physical AI
  • autonomy
  • Digital Twin & Simulation Platforms
  • AI Factory & GPU Infrastructure

Other signals

  • AI model development
  • AI Factory operations
  • simulation environments
  • synthetic data pipelines
  • digital twin platforms
  • GPU infrastructure
  • MLOps capabilities
  • Physical AI
  • autonomy