Ai Engineer (agent)

PENTAS VISION PTE. LTD.

Jurong, , Singapore
Sgd 5,000 - 7,000 / monthly pm
On-site
Llm and mllm network architectures
Agent system design and optimization
Rag (retrieval-augmented generation) techniques
PENTAS VISION PTE. LTD. is seeking an AI Engineer to design and implement advanced AI agents and knowledge management systems. The ideal candidate should possess a strong background in computer science, particularly in large language models and agent system architecture, along with the ability to optimize and deploy these technologies

Job Summary

  • Design and implement Agents, including memory modules, planning modules, and tool-calling mechanisms.
  • Develop a knowledge base management system for Agents, utilizing RAG techniques to enhance large language models.
  • Continuously track the latest advancements in Data Agents, Large Language Models, and code completion technologies, driving the team's technical progress.

Matching Summary

Match Score: 85

PENTAS VISION PTE. LTD. is seeking an AI Engineer to design and implement advanced AI agents and knowledge management systems. The ideal candidate should possess a strong background in computer science, particularly in large language models and agent system architecture, along with the ability to optimize and deploy these technologies.

Salary

SGD 5,000 - 7,000 / Monthly

Skills & Requirements

Must-have

  • LLM and MLLM network architectures
  • Agent system design and optimization
  • RAG (Retrieval-Augmented Generation) techniques
  • Knowledge base management system development
  • SQL coding with debugging and optimization
  • Large language model technology stack

Nice-to-have

  • Research on developer and enterprise needs
  • Understanding of model capabilities
  • Construction of vertical industry AI solutions
  • Tracking latest AI technology advancements

Key Requirements

  • Bachelor's degree or above in Computer Science or related field
  • Experience with deployment and acceleration on Transformer, vLLM, SGLang backends

Work Rights

Not specified

Tailored Resume

Cover Letter