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BLUE DRAGON COMMUNICATIONS

AI/ML Developer Python, LLM, Redis, LLM

BLUE DRAGON COMMUNICATIONS

ITviec
Vietnam19 days ago
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Job Description

Top 3 Reasons To Join Us The Job

We are looking for an AI Agent / RAG Backend Engineer to build and operate production-level AI systems for: E-commerce chatbot (product search, recommendation, order flow), Enterprise document intelligence (ITB/DR matching, structured extraction). This role focuses on designing LLM-based agent systems, integrating external APIs, and building high-accuracy, low-latency AI services..

Job Description

  • Design and develop AI Agent-based systems for chatbot and enterprise automation.
  • Build multi-agent workflows integrating external APIs (product search, order, user data, etc.).
  • Develop and optimize RAG pipelines for document understanding and knowledge retrieval.
  • Integrate LLMs with tools/APIs using frameworks such as LangChain or LlamaIndex.
  • Implement session-based conversation systems (e.g., Redis-based state management).
  • Optimize LLM responses for: accuracy, latency, hallucination reduction.
  • Design and manage vector databases (FAISS, Pinecone, Weaviate).
  • Collaborate with frontend/backend teams for chatbot UX and API integration.
Your Skills and Experience

Requirements

  • 3–7+ years of experience in AI/ML or backend development
  • Strong proficiency in Python
  • Hands-on experience with: LLM systems (RAG, Agents, tool calling), API integration
  • Experience with: LangChain / LlamaIndex or similar frameworks, Vector DB (FAISS, Pinecone, Weaviate)
  • Experience with Redis or session/state management systems
  • Understanding of prompt engineering and response optimization
  • Experience with AWS (EC2, S3, etc.)

Preferred Qualifications

  • Experience building chatbot or conversational AI systems
  • Experience with multi-agent architecture and tool-based reasoning
  • Experience with document-based RAG systems
  • Experience with: ranking / scoring / confidence evaluation, structured output generation from LLM
  • Understanding of microservice architecture
  • Experience optimizing API latency and system performance

Tech Stack

  • Language: Python
  • AI/LLM: OpenAI, LLaMA, Mistral
  • Framework: LangChain, LlamaIndex
  • Vector DB: FAISS, Pinecone, Weaviate
  • Infra: AWS (EC2, S3)
  • Cache/State: Redis
Why You'll Love Working Here
  • Lương cao thỏa thuận theo năng lực và tinh thần làm việc 
  • Review lương 1-2 lần/ 1 năm 
  • Thưởng tết, quà sinh nhật, cafe, đồ ăn, trang thiết bị làm việc đầy đủ 
  • BHXH và phép năm theo luật lao động 
  • Môi trường thân thiện, dễ phát huy năng lực, học hỏi được nhiều công nghệ mới 
     

Benefits

  • Lương cao thỏa thuận theo năng lực và tinh thần làm việc 
  • Review lương 1-2 lần/ 1 năm 
  • Thưởng tết, quà sinh nhật, cafe, đồ ăn, trang thiết bị làm việc đầy đủ 
  • BHXH và phép năm theo luật lao động 
  • Môi trường thân thiện, dễ phát huy năng lực, học hỏi được nhiều công nghệ mới