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AI Architect (Forward Deployed Engineer)

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Onsite

AI Architect (Forward Deployed Engineer)

UST USource

AI Architect (Forward Deployed Engineer)

Skills

DockerPythonAIAWSGitHubKubernetesFastAPITerraformAzure

13 days ago

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Important information


Contract type:

Permanent

Location:

Kuala Lumpur, Federal Territory of Kuala Lumpur, Malaysia

Work mode:

Onsite

Published on:

8 October 2026

What they need


We are seeking an experienced AI-SDLC Architect (FDE) to help enterprise engineering teams transform traditional software development lifecycles into AI-native, agentic development workflows. The ideal candidate will combine expertise in AI-powered software engineering, platform architecture, CI/CD, and stakeholder engagement to drive AI-assisted development at scale.

Key Responsibilities

  • Architect and implement AI-native SDLC workflows, from specification-driven development through deployment.
  • Design and deploy AI coding agent architectures integrated with enterprise development pipelines and cloud platforms.
  • Define reference architectures, blueprints, and governance models for AI-assisted software delivery.
  • Build scalable, secure CI/CD pipelines incorporating AI tooling, security controls, and quality gates.
  • Collaborate directly with client engineering teams to drive adoption of agentic development practices.
  • Provide technical leadership, design reviews, and best practices for AI-enabled software engineering.

Mandatory Requirements

  • 12-15 years of experience in software engineering, architecture, or platform engineering.
  • Hands-on experience with AI development tools such as GitHub Copilot, Copilot CLI, Claude Code, VS Code AI extensions, or equivalent.
  • Experience implementing spec-driven development using SpecKit, OpenSpec, BMD, or similar frameworks.
  • Strong understanding of AI artifact management, FinOps/token consumption management, and AI guardrails.
  • Experience designing agent memory management (static, dynamic, and episodic memory) and multi-agent orchestration.
  • Proven expertise in architecting AI-native software delivery platforms and developer workflows for enterprise environments.
  • Strong knowledge of FastAPI (or equivalent API frameworks).
  • Experience with Azure OpenAI, Amazon Bedrock, or similar AI gateway architectures.
  • Expertise in Infrastructure as Code (Terraform) and CI/CD pipelines using GitHub Actions or equivalent tools.

Preferred Skills

  • Experience as a Forward Deployed Engineer, Solution Architect, or Lead Engineer working directly with client teams.
  • Strong Python development background.
  • Experience with AI security, evaluation frameworks, observability, and monitoring.
  • Knowledge of Docker, Kubernetes, cloud-native deployments, and enterprise security practices.
  • Exposure to both AWS and Azure environments.

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