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DBS Bank Ltd

SA, Network System AI Engineer, Group Infrastructure & Cloud, Group Technology

Reposted 24 Days Ago
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In-Office
Singapore, SGP
Senior level
In-Office
Singapore, SGP
Senior level
Lead development and deployment of agentic AI and RAG solutions for network automation, predictive maintenance, anomaly detection, and intelligent network management. Architect scalable network AI systems, drive AI strategy with networking teams, mentor engineers, implement MLOps/CI-CD, and ensure performance, governance, and regulatory compliance.
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Business Function
Group Technology enables and empowers the bank with an efficient, nimble and resilient infrastructure through a strategic focus on productivity, quality & control, technology, people capability and innovation. In Group Technology, we manage the majority of the Bank's operational processes and inspire to delight our business partners through our multiple banking delivery channels.

Responsibilities

  • Design, develop, and deploy AI-enabled applications and automation solutions for network operations and infrastructure management.

  • Build web applications, dashboards, and self-service portals using Python and React.js.

  • Develop and integrate AI solutions leveraging LLMs, RAG (Retrieval-Augmented Generation), MCP (Model Context Protocol), AI agents, and vector databases.

  • Create automation workflows for network provisioning, monitoring, anomaly detection, predictive maintenance, and operational efficiency.

  • Develop, test, troubleshoot, and maintain applications, scripts, and APIs across Windows and Linux environments.

  • Integrate applications with internal and external systems through REST APIs and other interfaces.

  • Collaborate with network engineering teams to translate business requirements into technical solutions.

  • Ensure solutions meet security, compliance, risk management, and operational standards.

  • Maintain technical documentation, code quality, and development best practices.

  • Provide support, enhancements, and troubleshooting for existing applications and platforms.

  • Participate in on-call support and incident resolution as required.

Requirements

  • Bachelor's degree in Computer Science, Engineering, Information Technology, or related field.

  • Strong hands-on development experience in Python and React.js.

  • Proven experience building web applications, APIs, automation tools, and backend services.

  • Experience designing and implementing RAG, MCP, AI agents, and LLM-powered applications.

  • Knowledge of AI frameworks, prompt engineering, vector databases.

  • Experience integrating AI solutions with enterprise systems and network platforms.

  • Familiarity with DevOps/MLOps practices, CI/CD pipelines, containerization, and deployment automation.

  • Strong analytical, troubleshooting, and problem-solving skills.

Location:

DBS Asia Hub

Job:

Technology

Schedule:

Regular

Employee Status:

Full time

DBS Bank Ltd Singapore Office

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