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U

AI Architect (Forward Deployed Engineer)

UST
  • ๐Ÿ‡ฒ๐Ÿ‡พ Malaysia
  • On-site
  • Mid level
  • 3 days ago
  • AI
  • CI/CD
  • Copilot
  • Claude Code
  • VS Code
  • FinOps
  • FastAPI
  • Azure OpenAI
  • Amazon Bedrock
  • IaC
  • Terraform
  • GitHub Actions
  • Python
  • Docker
  • Kubernetes
  • AWS
  • Azure
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We are seeking an experiencedAI-SDLC Architect (FDE) to help enterprise engineering teams transform traditional software development lifecycles intoAI-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 withAI development tools such asGitHub Copilot, Copilot CLI, Claude Code, VS Code AI extensions, or equivalent.
  • Experience implementingspec-driven development usingSpecKit, OpenSpec, BMD, or similar frameworks.
  • Strong understanding ofAI artifact management, FinOps/token consumption management, and AI guardrails.
  • Experience designingagent memory management (static, dynamic, and episodic memory) andmulti-agent orchestration.
  • Proven expertise in architectingAI-native software delivery platforms and developer workflows for enterprise environments.
  • Strong knowledge ofFastAPI (or equivalent API frameworks).
  • Experience withAzure OpenAI, Amazon Bedrock, or similar AI gateway architectures.
  • Expertise inInfrastructure as Code (Terraform) andCI/CD pipelines using GitHub Actions or equivalent tools.

Preferred Skills

  • Experience as aForward 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 bothAWS andAzure environments.

AI Architect (Forward Deployed Engineer) ยท UST

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