AI Agent Architect: LLMs, RAG, and SQL

PENTAS VISION PTE. LTD.; Singapore; On-site; SGD 80,000 - 100,000; Full time

Job summary

A technology company in Singapore is seeking a Technical Director for Agents to design and implement advanced AI systems. Responsibilities include developing a knowledge management system using LLM techniques and optimizing agent systems. Candidates should have a strong foundation in computer science and familiarity with LLM architectures. This role offers a chance to innovate in AI performance and contribute to leading-edge solutions.

Qualifications

• Bachelor's degree or above in Computer Science or a related field.
• Familiarity with LLM and MLLM network architectures.
• Experience in deploying and optimizing Agent systems.

Responsibilities

• Design and implement Agents, including memory and planning modules.
• Develop a knowledge base management system for Agents.
• Conduct in-depth research into developer and client needs.

Skills

LLM and MLLM network architectures

SQL Coding capabilities

Research and analysis

Education

Bachelor's degree in Computer Science or related field

Tools

LangChain

LlamaIndex

MCP

Job description

A technology company in Singapore is seeking a Technical Director for Agents to design and implement advanced AI systems. Responsibilities include developing a knowledge management system using LLM techniques and optimizing agent systems. Candidates should have a strong foundation in computer science and familiarity with LLM architectures. This role offers a chance to innovate in AI performance and contribute to leading-edge solutions.