Senior Agentic AI Deployment Architect

NORTHSTAR AI SHIELD PTE. LTD.; Singapore; Hybrid; SGD 120,000 - 180,000; Full time

Job summary

Nestria AI in Singapore is seeking a senior hands-on engineer who can independently lead complex Agentic AI deployments from discovery through implementation, validation and handover. You will serve as a senior technical owner across customer projects, working with founders while guiding multiple deployments in security assurance, product development and regulatory readiness.

This broad startup role blends solution architecture, applied AI, platform deployment and customer-facing technical

Qualifications

• 6+ years in software engineering, AI/ML systems, platform engineering, or leading complex technical deployments.
• Strong Python hands-on programming with production-quality systems.
• Experience deploying LLM-powered applications and agentic workflows.
• Experience independently leading technically complex customer projects.
• Solid knowledge of system architecture, APIs, containers, Linux, networking, and secure deployment.
• Experience with cloud and customer-managed environments.
• Knowledge of cybersecurity and secure engineering principles.
• Ability to convert ambiguous requirements into executable plans and communicate trade-offs.
• Strong software engineering practices: testing, code review, version control, documentation, release management.
• Strong written and verbal communication with enterprise teams.

Responsibilities

• Lead customer deployments from requirements discovery to handover.
• Translate requirements into practical Agentic AI workflows.
• Design multi-agent systems with orchestration, retrieval, tooling, context and review.
• Lead technical discussions with security, infra and engineering teams.
• Own technical planning, dependencies, risk, milestones and quality.
• Develop AI-enabled cybersecurity and assurance workflows.
• Apply secure-system principles to design, testing and deployment.
• Ensure outputs are reliable, reproducible and suitable for expert review.
• Deploy and operate solutions across cloud, on-premise and restricted environments.
• Represent Nestria confidently in workshops and demonstrations.

Skills

Python

LLM/Agentic AI

System architecture

APIs

Tools

Docker

Kubernetes

Cloud platforms

CI/CD

Job description

Nestria AI in Singapore is seeking a senior hands-on engineer who can independently lead complex Agentic AI deployments from discovery through implementation, validation and handover. You will serve as a senior technical owner across customer projects, working with founders while guiding multiple deployments in security assurance, product development and regulatory readiness.

This broad startup role blends solution architecture, applied AI, platform deployment and customer-facing technical