AI Solution Architect - Industrial AI

About the role

Tata Consultancy Services (TCS) is seeking an AI Solution Architect to lead the design and delivery of enterprise‑scale AI/ML and Generative AI solutions for industrial customers in Saudi Arabia. The role focuses on building secure, hybrid architectures that integrate operational technology, edge devices, on‑premise systems and cloud platforms.

Key responsibilities

• Architect end‑to‑end AI/ML and GenAI solutions from concept through production deployment.
• Design secure hybrid architectures spanning OT, edge, on‑premise and cloud environments.
• Define and enforce non‑functional requirements such as availability, performance, scalability, observability and cybersecurity.
• Develop integration patterns, APIs and data architectures to enable seamless workflow automation.
• Collaborate with stakeholders to translate business and engineering needs into technical designs.

Required profile

• Proven experience delivering enterprise‑scale AI/ML or Generative AI solutions.
• Strong knowledge of AI platforms, MLOps, agentic workflows and data architecture.
• Ability to design secure hybrid solutions across OT, edge, on‑premise and cloud.
• Experience specifying non‑functional requirements for large‑scale systems.
• Excellent stakeholder communication and translation of business needs into architecture.
• Preferred experience in Oil & Gas, refinery, industrial IoT or digital twin projects.
• Familiarity with retrieval‑augmented generation, knowledge graphs and industrial cybersecurity standards.

Required skills

• AI/ML and Generative AI solution design
• MLOps pipelines and practices
• API integration and data architecture
• Edge computing and cloud platforms
• Industrial IoT and digital twin concepts
• Retrieval‑augmented generation techniques
• Knowledge graphs
• Industrial cybersecurity and model governance