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

Reposted One Month Ago
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Singapore, SGP
In-Office
Senior level
Fintech • Information Technology • Software • Financial Services
The Role
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.
Summary Generated by Built In

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

Skills Required

  • Extensive AI engineering experience with a focus on agentic AI
  • Strong foundation in Python
  • Advanced proficiency with AI frameworks and LLM orchestration
  • Experience with vector databases
  • Prompt engineering experience
  • Demonstrated expertise in Retrieval-Augmented Generation (RAG) systems
  • Prior experience leading technical teams and mentoring engineers
  • Experience with DevOps for AI / MLOps, including CI/CD for model deployment and monitoring
  • Cross-platform development experience on Unix and Windows
  • Strategic vision for applying AI in networking
  • Exceptional analytical and problem-solving skills
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The Company
41,000 Employees
Year Founded: 1968

What We Do

DBS Bank is a leading financial services group in Asia, headquartered in Singapore. It provides a full range of consumer, SME, and corporate banking services. The bank is recognized for its digital innovation, having been named 'World's Best Digital Bank' and 'World's Best Bank' by various publications. It also operates the DBS Foundation, which supports social enterprises and community initiatives, reflecting its commitment to creating impact beyond traditional banking.

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