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AI Engineer (Agent)


PENTAS VISION PTE. LTD.
an hour ago
Posted date
an hour ago
N/A
Minimum level
N/A
Full-timeEmployment type
Full-time
What you will be doing:
  • Design and implement Agents, including memory modules, planning modules, and tool-calling mechanisms.
  • Develop a knowledge base management system for Agents, utilizing RAG (Retrieval-Augmented Generation) techniques to enhance the effectiveness of large language models.
  • Build SQL Coding capabilities with strong code understanding, generation, debugging, and optimization features, adaptable to specific use cases and environments.
  • Conduct in-depth research into the needs of developers, enterprise clients, and industry sectors. Gain a deep understanding of various model capabilities to define core functionalities for a large model development platform (e.g., workflow, Prompt Engineering, RAG enhancement, Agent frameworks).
  • Based on the development platform, construct vertical scenario/industry solutions that deliver leading AI performance.
  • Continuously track the latest advancements in Data Agents, Large Language Models (LLMs), and code completion technologies, driving the team's technical progress.

What you should have:
  • Bachelor's degree or above in Computer Science or a related field.
  • Familiar with LLM and MLLM network architectures, with experience in deployment and acceleration across different backends such as Transformer, vLLM, and SGLang.
  • Deep understanding of the LLM technology stack (e.g., LangChain, LlamaIndex, MCP).
  • Experience in designing and optimizing Agent systems.
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JOB SUMMARY
AI Engineer (Agent)
PENTAS VISION PTE. LTD.
Singapore
an hour ago
N/A
Full-time

AI Engineer (Agent)