Global Data Science Architect

Caterpillar · Industrial · Brisbane, Queensland

The Global Data Science Architect will serve as the technical lead for data science architecture across Caterpillar’s Autonomy & Automation (A&A) programs, ensuring traditional AI and GenAI capabilities are designed to accelerate product innovation and internal tooling velocity. This role involves architecting and overseeing AI solutions, defining architectural standards for model delivery and deployment, and ensuring ISO 9001 compliance and alignment with AI governance.

What you'd actually do

  1. Architect and oversee Traditional AI and Governed AI solutions across A&A domains.
  2. Collaborate with AI Product Owner to translate business requirements into scalable, production-ready architectures.
  3. Define and maintain architectural standards for model delivery, documentation, and deployment (e.g., .WHL packaging, MLOps & GenAI integration).
  4. Ensure ISO 9001 compliance and alignment with Caterpillar’s AI governance and IT infrastructure.
  5. Support Epic Grooming and Front Door processes working with AI Product Owner and ensuring architectural consistency across pods.

Skills

Required

  • Python
  • SQL
  • ML frameworks (e.g., TensorFlow, PyTorch)
  • cloud platforms (AWS, Azure, GCP)
  • containerisation (Docker, Kubernetes)

Nice to have

  • Master’s or PhD in Data Science, Computer Science, or related field
  • GenAI tools
  • ISO-compliant development practices
  • Caterpillar’s A&A ecosystem
  • Caterpillar’s IT ecosystem, security and organisation

What the JD emphasized

  • traditional AI and Generative AI solutions at scale in production environments
  • ISO 9001 compliance
  • Caterpillar’s AI governance

Other signals

  • Architect and oversee Traditional AI and Governed AI solutions across A&A domains.
  • Define and maintain architectural standards for model delivery, documentation, and deployment (e.g., .WHL packaging, MLOps & GenAI integration).
  • Proven experience designing and deploying Traditional AI and Generative AI solutions at scale in production environments.