Enterprise AI Architect: GenAI & Agentic AI at Scale

Argyll Scott Singapore; Singapore; On-site; SGD 180,000 - 280,000; Full time

Job summary

Argyll Scott Singapore is seeking an Enterprise AI Architect to define and scale Traditional AI, Generative AI and Agentic AI capabilities across a large enterprise. You will build secure, scalable AI foundations that support complex, real-world use cases with governance by design.

The role focuses on architecture patterns, secure deployments, and lifecycle management, mentoring teams while coordinating with Risk, Security, Legal and Compliance across multiple regions.

Qualifications

• Must have prior dedicated AI architecture and production experience.
• Strong hands-on experience designing AI, data and cloud architectures in complex enterprises.
• Proven track record architecting and governing large-scale enterprise platforms with AI/data focus.
• Deep understanding of Generative AI and Agentic AI, including LLMs and tool calling.
• Experience taking AI solutions from prototype to secure, scalable production.
• Knowledge of enterprise architecture, security, governance and operational resilience.
• Ability to balance innovation with risk, cost, regulation and stability.
• Strong architectural judgement for long-term, high-impact decisions.
• Collaborative with stakeholders across countries, cultures and time zones.

Responsibilities

• Own and develop enterprise target architecture for Traditional AI, Generative AI and Agentic AI.
• Translate business requirements into scalable, secure AI architectures.
• Define patterns for agentic systems, including memory, tool calls, and human-in-the-loop controls.
• Act as architectural authority, governing design decisions across the organisation.
• Design reusable enterprise AI platform components for multiple business units.
• Set architecture standards for security, privacy, compliance, and cost efficiency.
• Oversee deployment of AI agents and GenAI solutions into the platform.
• Define lifecycle management for models, agents and platforms.
• Lead build-versus-buy, vendor evaluations, and third-party integrations.
• Collaborate with Risk, Security, Legal and Compliance on Responsible AI and governance.
• Mentor architects and engineers; document patterns and decisions.

Skills

AI Architecture

Data Architecture

Cloud Architecture

Generative AI

Agentic AI

LLM Architecture

Security & Compliance

Governance

Multi-country Stakeholder

Education

Degree in CS/DS/Engineering/Math

Job description

Argyll Scott Singapore is seeking an Enterprise AI Architect to define and scale Traditional AI, Generative AI and Agentic AI capabilities across a large enterprise. You will build secure, scalable AI foundations that support complex, real-world use cases with governance by design.

The role focuses on architecture patterns, secure deployments, and lifecycle management, mentoring teams while coordinating with Risk, Security, Legal and Compliance across multiple regions.