DBS
AVP, Lead AI Engineer, Group Infrastructure & Cloud, Group Technology
Location
Singapore - East
Posted
2 days before
About This Role
We are seeking a Lead AI Engineer to lead the development and deployment of advanced agentic AI solutions for networking infrastructure, including RAG workflows, predictive maintenance, and anomaly detection.
Responsibilities
- Lead the design and deployment of complex agentic AI solutions for networking automation, predictive maintenance, and intelligent network management.
- Architect end-to-end Retrieval-Augmented Generation (RAG) workflows and AI systems tailored for networking environments.
- Partner with networking teams to define strategic goals and translate them into technical requirements for AI agents.
- Provide leadership, mentorship, and governance to a team of AI engineers focused on agentic system optimization.
- Establish best practices for model evaluation, monitoring, and performance standards within networking contexts.
- Drive research on emerging agentic AI technologies to identify strategic opportunities for network automation.
Requirements
- Extensive experience in developing and deploying scalable AI applications with a strong foundation in Python.
- Advanced proficiency in LLM orchestration, vector databases, prompt engineering, and frameworks for building AI agents.
- Demonstrated expertise in enhancing LLMs with Retrieval-Augmented Generation (RAG) systems.
- Prior experience leading technical teams, mentoring engineers, and driving complex AI projects to successful completion.
- Strong understanding of DevOps practices for AI, including CI/CD pipelines and model deployment.
- Capacity to identify strategic opportunities for agentic AI in networking, proactively detecting and resolving network issues.
- Proficiency in developing solutions across Unix and Windows environments.
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