AI Engineer/ Machine Learning Engineer ( Dự Án Tài Chính Chứng Khoán ) - QUẬN 1
CÔNG TY TNHH GROOO INTERNATIONAL
Tổng quan
Mức lương: Thoả thuận
Loại công việc: Toàn thời gian
Kinh nghiệm: 2 năm kinh nghiệm
Số lượng tuyển: 3
Ngày đăng: 2025-11-07 21:55
Danh mục: Công nghệ thông tin
Mô tả công việc
- Develop and implement Retrieval-Augmented Generation (RAG) systems to optimize accuracy and provide dynamic updates for Large Language Models (LLMs).
- Design and optimize RAG architectures using LangChain and LlamaIndex, integrated with vector databases (Chroma, Weaviate, Pinecone).
- Build data processing pipelines for extraction, indexing, and document retrieval from enterprise data sources (SQL, NoSQL, API, PDF, Email, Knowledge Base, etc.).
- Integrate LLMs into enterprise applications, creating solutions such as internal chatbots and AI-powered process automation assistants.
- Optimize LLM inference performance through quantization, model compression, vLLM, FasterTransformer to reduce operational costs.
- Connect AI models with enterprise infrastructure via APIs and microservices systems.
- Monitor and improve RAG system accuracy by enhancing the retrieval pipeline, ranking models, and query rewriting.
- Collaborate with product, backend, and data teams to integrate LLMs into existing workflows.
Yêu cầu
- Minimum 2 years of experience in NLP/Chatbot.
- Proficiency in LangChain, LlamaIndex, with strong understanding of prompt engineering, embedding search, and chunking strategies.
- Hands-on experience with at least one vector database such as Chroma, Weaviate, or Pinecone.
- Experience in developing and deploying chatbot systems and integrating solutions with OpenAI.
- Familiarity with Docker, Kubernetes, and CI/CD pipelines for deploying AI models in production environments is a strong advantage.
Phúc lợi
- Attractive compensation & salary
- 13th month salary bonus
- 12 days annual leave, sick days leave per year
- Social Insurance and health insurance according to Government regulation
- Great allowances (lunch, parking, birthday, happy hours....)
- Salary review one time per year based on employee's performance and contribution
- Truly opening spirit. Everyone is be respected, you have the freedom to pursue and achieve your goals
- Other benefits as per stated in Vietnamese Labor Law
- International Securities and Fintech Projects