Global Data Science Architect

Caterpillar Caterpillar · Industrial · Chennai, Tamil Nadu +1

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. Responsibilities include architecting solutions, defining standards for model delivery and deployment, and ensuring ISO 9001 compliance and alignment with AI governance.

What you'd actually do

  1. Serve as the technical lead for data science architecture across Caterpillar’s Autonomy & Automation (A&A) programs, and this role is embedded within the Global Data Science team which acts as a supplier to multiple solution trains and cross-functional A&A initiatives.
  2. Work closely with A&A Cloud, OnPrem and Onboard Application Architects, Caterpillar IT & Cat Digital Architects, Global Data Science Product Owner, ensuring that traditional AI and GenAI capabilities are designed to accelerate product innovation and internal tooling velocity.
  3. Architect and oversee Traditional AI and Governed AI solutions across A&A domains.
  4. Collaborate with AI Product Owner to translate business requirements into scalable, production-ready architectures.
  5. Define and maintain architectural standards for model delivery, documentation, and deployment (e.g., .WHL packaging, MLOps & GenAI integration).

Skills

Required

  • 10+ years in data science, data engineering, or architecture roles, with at least 3 years in a global or enterprise architect capacity.
  • Proven experience designing and deploying Traditional AI and Generative AI solutions at scale in production environments.
  • Strong understanding of data governance, model lifecycle management, and enterprise integration.
  • Proficiency in Python, SQL, and ML frameworks (e.g., TensorFlow, PyTorch).
  • Familiarity with cloud platforms (AWS, Azure, GCP) and containerisation (Docker, Kubernetes).
  • Experience working with cross-functional teams including Tech BAs, product managers, and solution architects.
  • Excellent communication and stakeholder engagement skills.

Nice to have

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

What the JD emphasized

  • ISO 9001 compliance
  • AI governance

Other signals

  • architect and oversee Traditional AI and Governed AI solutions
  • designing and deploying Traditional AI and Generative AI solutions at scale in production environments
  • MLOps & GenAI integration