About this role
DBS Bank seeks a Lead AI Engineer in Group Infrastructure & Cloud to lead the development of AI solutions for its networking infrastructure. The role focuses on agentic AI systems that improve network automation, predictive maintenance, anomaly detection and intelligent network management. The posting lists Singapore - East and DBS Asia Hub as location information and identifies the position as full-time.
Responsibilities
- Lead a team designing, developing and deploying scalable AI applications for networking. Architect end-to-end Retrieval-Augmented Generation (RAG) workflows, AI agents and other network-focused systems for efficiency, robustness and scalability.
- Work with networking stakeholders to define initiatives, translate strategic goals into technical requirements and align solutions with business objectives. Mentor AI engineers and guide complex projects.
- Establish practices for model evaluation, optimization and monitoring. Ensure solutions meet performance standards, risk-management guidelines and regulatory requirements for network operations.
- Investigate emerging agentic AI technologies and recommend advances to the AI roadmap. Lead troubleshooting and deliver high-quality, well-documented solutions.
Requirements
- A proven record of developing and deploying scalable AI applications, including designing and implementing agentic AI systems, with a strong Python foundation. No specific number of years or education requirement is stated.
- Advanced proficiency with AI frameworks and hands-on experience in LLM orchestration, vector databases, prompt engineering and AI-agent frameworks; demonstrated expertise using RAG to enhance LLMs.
- Experience leading technical teams and mentoring engineers; knowledge of DevOps and MLOps practices, including CI/CD for model deployment, monitoring and management. Proficiency developing across Unix and Windows, plus strong analytical, problem-solving and critical-thinking skills.
Preferred
The ability to identify strategic opportunities for agentic AI to automate network processes, detect and resolve issues proactively, and deliver efficiency gains.