- Puchong Selangor Malaysia
Working Location
Job Description
Responsibilities
AI Engineer (Agent)
Work Location: Puchong
Working Mode: On-site
Job Type: Permanent
Salary: MYR8,000
Job Responsibilities
1. Participate in the architecture design and core development of the enterprise-level AI
Agent platform;
2. Design and develop multi-turn conversational Agent systems based on mainstream
frameworks (LangGraph, LangChain, Dify), implementing intent recognition, task
orchestration, and tool invocation;
3. Research and apply RAG, ReAct/ReWOO, Agentic workflows, and Agent evaluation
techniques to improve answer accuracy and reliability;
4. Handle local LLM deployment, inference optimization, and serving (vLLM / Ascend /
NVIDIA GPU);
5. Design and maintain vector retrieval pipelines and Agent memory systems;
6. Collaborate with product and client teams to translate business requirements into
deliverable Agent capabilities, driving POC delivery.
Requirements
1. Bachelor's degree or above in Computer Science, AI, Mathematics, or related fields;
2. At least 3 years of hands-on experience in Machine Learning / Deep Learning / LLM
Agent development;
3. Able to quickly digest academic papers and translate novel techniques into
production-ready implementations;
4. Proficient in Python and Pytorch; familiar with FastAPI, Redis, PostgreSQL, and
common backend components is a plus;
5. Familiar with at least one AI application framework (LangChain, LangGraph,
LlamaIndex) and vector databases (ChromaDB, Milvus, FAISS);
6. Experience with LLM inference serving (vLLM / TGI), quantization, and multi-GPU
deployment;
7. Understanding of model fine-tuning methods (LoRA / DPO); hands-on experience
preferred;
8. Strong learning ability and team communication skills, comfortable with fast-paced
iterative development.
9.Good command of English is required. Mandarin and/or Cantonese proficiency will be an advantage due to collaboration with the Hong Kong team.
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